Junsong Yuan

According to our database, Junsong Yuan authored at least 412 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Characters Link Shots: Character Attention Network for Movie Scene Segmentation.

Jiawei Tan, Hongxing Wang, Junsong Yuan

ACM Trans. Multim. Comput. Commun. Appl., April, 2024

A Dual Reinforcement Learning Framework for Weakly Supervised Phrase Grounding.

Zhiyu Wang, Chao Yang, Bin Jiang, Junsong Yuan

IEEE Trans. Multim., 2024

Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation.

Zixin Zhu, Xuelu Feng, Dongdong Chen, Junsong Yuan, Chunming Qiao, Gang Hua

CoRR, 2024

FSC: Few-point Shape Completion.

Xianzu Wu, Xianfeng Wu, Tianyu Luan, Yajing Bai, Zhongyuan Lai, Junsong Yuan

CoRR, 2024

Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation.

Tianyu Luan, Zhong Li, Lele Chen, Xuan Gong, Lichang Chen, Yi Xu, Junsong Yuan

CoRR, 2024

AM^2-EmoJE: Adaptive Missing-Modality Emotion Recognition in Conversation via Joint Embedding Learning.

Naresh Kumar Devulapally, Sidharth Anand, Sreyasee Das Bhattacharjee, Junsong Yuan

CoRR, 2024

Show Your Face: Restoring Complete Facial Images from Partial Observations for VR Meeting.

Zheng Chen, Zhiqi Zhang, Junsong Yuan, Yi Xu, Lantao Liu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

SignRing: Continuous American Sign Language Recognition Using IMU Rings and Virtual IMU Data.

Jiyang Li, Lin Huang, Siddharth Shah, Sean J. Jones, Yincheng Jin, Dingran Wang, Adam Russell, Seokmin Choi, Yang Gao, Junsong Yuan, Zhanpeng Jin

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023

Consistent 3D Hand Reconstruction in Video via Self-Supervised Learning.

Zhigang Tu, Zhisheng Huang, Yujin Chen, Di Kang, Linchao Bao, Bisheng Yang, Junsong Yuan

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Adaptive Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization.

Yuanhao Zhai, Le Wang, Wei Tang, Qilin Zhang, Nanning Zheng, David S. Doermann, Junsong Yuan, Gang Hua

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields.

Liangchen Song, Anpei Chen, Zhong Li, Zhang Chen, Lele Chen, Junsong Yuan, Yi Xu, Andreas Geiger

IEEE Trans. Vis. Comput. Graph., 2023

Joint-Bone Fusion Graph Convolutional Network for Semi-Supervised Skeleton Action Recognition.

Zhigang Tu, Jiaxu Zhang, Hongyan Li, Yujin Chen, Junsong Yuan

IEEE Trans. Multim., 2023

Federated Learning With Privacy-Preserving Ensemble Attention Distillation.

Xuan Gong, Liangchen Song, Rishi Vedula, Abhishek Sharma, Meng Zheng, Benjamin Planche, Arun Innanje, Terrence Chen, Junsong Yuan, David S. Doermann, Ziyan Wu

IEEE Trans. Medical Imaging, 2023

DTCM: Joint Optimization of Dark Enhancement and Action Recognition in Videos.

Zhigang Tu, Yuanzhong Liu, Yan Zhang, Qizi Mu, Junsong Yuan

IEEE Trans. Image Process., 2023

Eyelid's Intrinsic Motion-Aware Feature Learning for Real-Time Eyeblink Detection in the Wild.

Wenzheng Zeng, Yang Xiao, Guilei Hu, Zhiguo Cao, Sicheng Wei, Zhiwen Fang, Joey Tianyi Zhou, Junsong Yuan

IEEE Trans. Inf. Forensics Secur., 2023

Efficient-NeRF2NeRF: Streamlining Text-Driven 3D Editing with Multiview Correspondence-Enhanced Diffusion Models.

Liangchen Song, Liangliang Cao, Jiatao Gu, Yifan Jiang, Junsong Yuan, Hao Tang

CoRR, 2023

RoomDreamer: Text-Driven 3D Indoor Scene Synthesis with Coherent Geometry and Texture.

Liangchen Song, Liangliang Cao, Hongyu Xu, Kai Kang, Feng Tang, Junsong Yuan, Yang Zhao

CoRR, 2023

Dynamic Voxel Grid Optimization for High-Fidelity RGB-D Supervised Surface Reconstruction.

Xiangyu Xu, Lichang Chen, Changjiang Cai, Huangying Zhan, Qingan Yan, Pan Ji, Junsong Yuan, Heng Huang, Yi Xu

CoRR, 2023

Harnessing Low-Frequency Neural Fields for Few-Shot View Synthesis.

Liangchen Song, Zhong Li, Xuan Gong, Lele Chen, Zhang Chen, Yi Xu, Junsong Yuan

CoRR, 2023

Self-Supervised Distilled Learning for Multi-modal Misinformation Identification.

Michael Mu, Sreyasee Das Bhattacharjee, Junsong Yuan

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth.

Nitin Bansal, Pan Ji, Junsong Yuan, Yi Xu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Chain-of-Look Prompting for Verb-centric Surgical Triplet Recognition in Endoscopic Videos.

Nan Xi, Jingjing Meng, Junsong Yuan

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Exploring the Knowledge Transferred by Response-Based Teacher-Student Distillation.

Liangchen Song, Xuan Gong, Helong Zhou, Jiajie Chen, Qian Zhang, David S. Doermann, Junsong Yuan

Proceedings of the 31st ACM International Conference on Multimedia, 2023

RoomDreamer: Text-Driven 3D Indoor Scene Synthesis with Coherent Geometry and Texture.

Liangchen Song, Liangliang Cao, Hongyu Xu, Kai Kang, Feng Tang, Junsong Yuan, Zhao Yang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Relit-NeuLF: Efficient Relighting and Novel View Synthesis via Neural 4D Light Field.

Zhong Li, Liangchen Song, Zhang Chen, Xiangyu Du, Lele Chen, Junsong Yuan, Yi Xu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Multi-label Emotion Analysis in Conversation via Multimodal Knowledge Distillation.

Sidharth Anand, Naresh Kumar Devulapally, Sreyasee Das Bhattacharjee, Junsong Yuan

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Language-guided Human Motion Synthesis with Atomic Actions.

Yuanhao Zhai, Mingzhen Huang, Tianyu Luan, Lu Dong, Ifeoma Nwogu, Siwei Lyu, David S. Doermann, Junsong Yuan

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning.

Qinji Yu, Nan Xi, Junsong Yuan, Ziyu Zhou, Kang Dang, Xiaowei Ding

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Open Set Video HOI detection from Action-centric Chain-of-Look Prompting.

Nan Xi, Jingjing Meng, Junsong Yuan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions.

Zhang Chen, Zhong Li, Liangchen Song, Lele Chen, Jingyi Yu, Junsong Yuan, Yi Xu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Uncertainty-aware State Space Transformer for Egocentric 3D Hand Trajectory Forecasting.

Wentao Bao, Lele Chen, Libing Zeng, Zhong Li, Yi Xu, Junsong Yuan, Yu Kong

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SOAR: Scene-debiasing Open-set Action Recognition.

Yuanhao Zhai, Ziyi Liu, Zhenyu Wu, Yi Wu, Chunluan Zhou, David S. Doermann, Junsong Yuan, Gang Hua

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning.

Yuanhao Zhai, Tianyu Luan, David S. Doermann, Junsong Yuan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

POINTACL: Adversarial Contrastive Learning for Robust Point Clouds Representation Under Adversarial Attack.

Junxuan Huang, Junsong Yuan, Chunming Qiao, Yatong An, Cheng Lu, Bai Chen

Proceedings of the IEEE International Conference on Acoustics, 2023

3D-aware Facial Landmark Detection via Multi-view Consistent Training on Synthetic Data.

Libing Zeng, Lele Chen, Wentao Bao, Zhong Li, Yi Xu, Junsong Yuan, Nima K. Kalantari

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

High Fidelity 3D Hand Shape Reconstruction via Scalable Graph Frequency Decomposition.

Tianyu Luan, Yuanhao Zhai, Jingjing Meng, Zhong Li, Zhang Chen, Yi Xu, Junsong Yuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Neural Voting Field for Camera-Space 3D Hand Pose Estimation.

Lin Huang, Chung-Ching Lin, Kevin Lin, Lin Liang, Lijuan Wang, Junsong Yuan, Zicheng Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

AMuSE: Adaptive Multimodal Analysis for Speaker Emotion Recognition in Group Conversations.

Sidharth Anand, Naresh Kumar Devulapally, Sreyasee Das Bhattacharjee, Junsong Yuan, Yu-Ping Chang

Proceedings of the Ninth IEEE Multimedia Big Data, 2023

Progressive Multi-View Human Mesh Recovery with Self-Supervision.

Xuan Gong, Liangchen Song, Meng Zheng, Benjamin Planche, Terrence Chen, Junsong Yuan, David S. Doermann, Ziyan Wu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

ForestDet: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation.

Jialian Wu, Liangchen Song, Qian Zhang, Ming Yang, Junsong Yuan

IEEE Trans. Multim., 2022

Motion-Driven Visual Tempo Learning for Video-Based Action Recognition.

Yuanzhong Liu, Junsong Yuan, Zhigang Tu

IEEE Trans. Image Process., 2022

MAT: Multianchor Visual Tracking With Selective Search Region.

Zhiwen Fang, Zhiguo Cao, Yang Xiao, Kaicheng Gong, Junsong Yuan

IEEE Trans. Cybern., 2022

Forest Graph Convolutional Network for Surgical Action Triplet Recognition in Endoscopic Videos.

Nan Xi, Jingjing Meng, Junsong Yuan

IEEE Trans. Circuits Syst. Video Technol., 2022

AppFuse: An Appearance Fusion Framework for Saliency Cues.

Koteswar Rao Jerripothula, Prerana Mukherjee, Jianfei Cai, Shijian Lu, Junsong Yuan

IEEE Trans. Circuits Syst. Video Technol., 2022

Hierarchical domain adaptation with local feature patterns.

Jun Wen, Junsong Yuan, Qian Zheng, Risheng Liu, Zhefeng Gong, Nenggan Zheng

Pattern Recognit., 2022

Video anomaly detection with spatio-temporal dissociation.

Yunpeng Chang, Zhigang Tu, Wei Xie, Bin Luo, Shifu Zhang, Haigang Sui, Junsong Yuan

Pattern Recognit., 2022

Adversarial structured prediction for domain-adaptive semantic segmentation.

Sudhir Yarram, Junsong Yuan, Ming Yang

Mach. Vis. Appl., 2022

An Image-Based Approach to Detecting Structural Similarity Among Mixed Integer Programs.

Zachary Steever, Chase C. Murray, Junsong Yuan, Mark H. Karwan, Marco E. Lübbecke

INFORMS J. Comput., 2022

GRiT: A Generative Region-to-text Transformer for Object Understanding.

Jialian Wu, Jianfeng Wang, Zhengyuan Yang, Zhe Gan, Zicheng Liu, Junsong Yuan, Lijuan Wang

CoRR, 2022

Slow-Fast Visual Tempo Learning for Video-based Action Recognition.

Yuanzhong Liu, Zhigang Tu, Hongyan Li, Chi Chen, Baoxin Li, Junsong Yuan

CoRR, 2022

Optical flow for video super-resolution: a survey.

Zhigang Tu, Hongyan Li, Wei Xie, Yuanzhong Liu, Shifu Zhang, Baoxin Li, Junsong Yuan

Artif. Intell. Rev., 2022

NeuLF: Efficient Novel View Synthesis with Neural 4D Light Field.

Zhong Li, Liangchen Song, Celong Liu, Junsong Yuan, Yi Xu

Proceedings of the 33rd Eurographics Symposium on Rendering, 2022

Personalized Prediction of Indoor Comfort Using Graph Convolutional Matrix Completion.

Junyi Liu, Esha Naidu, Jialian Wu, Shira Gabriel, Edward Steinfeld, Junsong Yuan

Proceedings of the 5th IEEE International Conference on Multimedia Information Processing and Retrieval, 2022

Multimodal Attentive Learning for Real-time Explainable Emotion Recognition in Conversations.

Balaji Arumugam, Sreyasee Das Bhattacharjee, Junsong Yuan

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Multi-view Knowledge Graph for Explainable Course Content Recommendation in Course Discussion Posts.

Sreyasee Das Bhattacharjee, Jnana Sai Abhishek Varma Gokaraju, Junsong Yuan, Abhilash Kalwa

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Joint Global-Local Alignment for Domain Adaptive Semantic Segmentation.

Sudhir Yarram, Ming Yang, Junsong Yuan, Chunming Qiao

Proceedings of the IEEE International Conference on Acoustics, 2022

Deformable VisTR: Spatio Temporal Deformable Attention for Video Instance Segmentation.

Sudhir Yarram, Jialian Wu, Pan Ji, Yi Xu, Junsong Yuan

Proceedings of the IEEE International Conference on Acoustics, 2022

Generation for Unsupervised Domain Adaptation: A Gan-Based Approach for Object Classification with 3D Point Cloud Data.

Junxuan Huang, Junsong Yuan, Chunming Qiao

Proceedings of the IEEE International Conference on Acoustics, 2022

PREF: Predictability Regularized Neural Motion Fields.

Liangchen Song, Xuan Gong, Benjamin Planche, Meng Zheng, David S. Doermann, Junsong Yuan, Terrence Chen, Ziyan Wu

Proceedings of the Computer Vision - ECCV 2022, 2022

Neural Correspondence Field for Object Pose Estimation.

Lin Huang, Tomas Hodan, Lingni Ma, Linguang Zhang, Luan Tran, Christopher D. Twigg, Po-Chen Wu, Junsong Yuan, Cem Keskin, Robert Wang

Proceedings of the Computer Vision - ECCV 2022, 2022

AiATrack: Attention in Attention for Transformer Visual Tracking.

Shenyuan Gao, Chunluan Zhou, Chao Ma, Xinggang Wang, Junsong Yuan

Proceedings of the Computer Vision - ECCV 2022, 2022

MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video.

Jinlu Zhang, Zhigang Tu, Jianyu Yang, Yujin Chen, Junsong Yuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Efficient Video Instance Segmentation via Tracklet Query and Proposal.

Jialian Wu, Sudhir Yarram, Hui Liang, Tian Lan, Junsong Yuan, Jayan Eledath, Gérard G. Medioni

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Learning Transferable Human-Object Interaction Detector with Natural Language Supervision.

Suchen Wang, Yueqi Duan, Henghui Ding, Yap-Peng Tan, Kim-Hui Yap, Junsong Yuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning.

Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Survey on depth and RGB image-based 3D hand shape and pose estimation.

Lin Huang, Boshen Zhang, Zhilin Guo, Yang Xiao, Zhiguo Cao, Junsong Yuan

Virtual Real. Intell. Hardw., 2021

Introduction to the Special Issue on Explainable AI on Multimedia Computing.

Wen-Huang Cheng, Jiaying Liu, Nicu Sebe, Junsong Yuan, Hong-Han Shuai

ACM Trans. Multim. Comput. Commun. Appl., 2021

Hierarchical Soft Quantization for Skeleton-Based Human Action Recognition.

Jianyu Yang, Wu Liu, Junsong Yuan, Tao Mei

IEEE Trans. Multim., 2021

3D Object Representation Learning: A Set-to-Set Matching Perspective.

Tan Yu, Jingjing Meng, Ming Yang, Junsong Yuan

IEEE Trans. Image Process., 2021

Image Co-Skeletonization via Co-Segmentation.

Koteswar Rao Jerripothula, Jianfei Cai, Jiangbo Lu, Junsong Yuan

IEEE Trans. Image Process., 2021

Joint Hand-Object 3D Reconstruction From a Single Image With Cross-Branch Feature Fusion.

Yujin Chen, Zhigang Tu, Di Kang, Ruizhi Chen, Linchao Bao, Zhengyou Zhang, Junsong Yuan

IEEE Trans. Image Process., 2021

Revisiting Modified Greedy Algorithm for Monotone Submodular Maximization with a Knapsack Constraint.

Jing Tang, Xueyan Tang, Andrew Lim, Kai Han, Chongshou Li, Junsong Yuan

Proc. ACM Meas. Anal. Comput. Syst., 2021

SibNet: Sibling Convolutional Encoder for Video Captioning.

Sheng Liu, Zhou Ren, Junsong Yuan

IEEE Trans. Pattern Anal. Mach. Intell., 2021

3D Hand Pose Estimation Using Synthetic Data and Weakly Labeled RGB Images.

Yujun Cai, Liuhao Ge, Jianfei Cai, Nadia Magnenat-Thalmann, Junsong Yuan

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Human pose estimation and its application to action recognition: A survey.

Liangchen Song, Gang Yu, Junsong Yuan, Zicheng Liu

J. Vis. Commun. Image Represent., 2021

Pseudo Supervised Monocular Depth Estimation with Teacher-Student Network.

Huan Liu, Junsong Yuan, Chen Wang, Jun Chen

CoRR, 2021

Two-Stream Consensus Network: Submission to HACS Challenge 2021 Weakly-Supervised Learning Track.

Yuanhao Zhai, Le Wang, David S. Doermann, Junsong Yuan

CoRR, 2021

NeLF: Practical Novel View Synthesis with Neural Light Field.

Celong Liu, Zhong Li, Junsong Yuan, Yi Xu

CoRR, 2021

NeCH: Neural Clothed Human Model.

Sheng Liu, Liangchen Song, Yi Xu, Junsong Yuan

Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Learning to Detect Monoclonal Protein in Electrophoresis Images.

Hanyu Li, Sabrina Racine-Brzostek, Nan Xi, Jiwen Luo, Zhen Zhao, Junsong Yuan

Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Handling Difficult Labels for Multi-label Image Classification via Uncertainty Distillation.

Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Kinematic Formulas from Multiple View Videos.

Liangchen Song, Sheng Liu, Celong Liu, Zhong Li, Yuqi Ding, Yi Xu, Junsong Yuan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective.

Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang

Proceedings of the 9th International Conference on Learning Representations, 2021

Discovering Human Interactions with Large-Vocabulary Objects via Query and Multi-Scale Detection.

Suchen Wang, Kim-Hui Yap, Henghui Ding, Jiyan Wu, Junsong Yuan, Yap-Peng Tan

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Stacked Homography Transformations for Multi-View Pedestrian Detection.

Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder^∗.

Yujun Cai, Yiwei Wang, Yiheng Zhu, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Chuanxia Zheng, Sijie Yan, Henghui Ding, Xiaohui Shen, Ding Liu, Nadia Magnenat-Thalmann

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

High Quality Disparity Remapping with Two-Stage Warping.

Bing Li, Chia-Wen Lin, Cheng Zheng, Shan Liu, Junsong Yuan, Bernard Ghanem, C.-C. Jay Kuo

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Track To Detect and Segment: An Online Multi-Object Tracker.

Jialian Wu, Jiale Cao, Liangchen Song, Yu Wang, Ming Yang, Junsong Yuan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Model-Based 3D Hand Reconstruction via Self-Supervised Learning.

Yujin Chen, Zhigang Tu, Di Kang, Linchao Bao, Ying Zhang, Xuefei Zhe, Ruizhi Chen, Junsong Yuan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Multimodal Co-training for Fake News Identification Using Attention-aware Fusion.

Sreyasee Das Bhattacharjee, Junsong Yuan

Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

Proactive Student Persistence Prediction in MOOCs via Multi-domain Adversarial Learning.

Sreyasee Das Bhattacharjee, Junsong Yuan

Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model.

Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization.

Ziyi Liu, Le Wang, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context.

Ziyi Liu, Le Wang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Pruning 3D Filters For Accelerating 3D ConvNets.

Zhenzhen Wang, Weixiang Hong, Yap-Peng Tan, Junsong Yuan

IEEE Trans. Multim., 2020

Unsupervised Learning of Optical Flow With CNN-Based Non-Local Filtering.

Long Tian, Zhigang Tu, Dejun Zhang, Jun Liu, Baoxin Li, Junsong Yuan

IEEE Trans. Image Process., 2020

Context-Integrated and Feature-Refined Network for Lightweight Object Parsing.

Bin Jiang, Wenxuan Tu, Chao Yang, Junsong Yuan

IEEE Trans. Image Process., 2020

Towards Real-Time Eyeblink Detection in the Wild: Dataset, Theory and Practices.

Guilei Hu, Yang Xiao, Zhiguo Cao, Lubin Meng, Zhiwen Fang, Joey Tianyi Zhou, Junsong Yuan

IEEE Trans. Inf. Forensics Secur., 2020

Occlusion Pattern Discovery for Object Detection and Occlusion Reasoning.

Chunluan Zhou, Junsong Yuan

IEEE Trans. Circuits Syst. Video Technol., 2020

Early Action Recognition With Category Exclusion Using Policy-Based Reinforcement Learning.

Junwu Weng, Xudong Jiang, Wei-Long Zheng, Junsong Yuan

IEEE Trans. Circuits Syst. Video Technol., 2020

Asymmetric Mapping Quantization for Nearest Neighbor Search.

Weixiang Hong, Xueyan Tang, Jingjing Meng, Junsong Yuan

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Detecting spatiotemporal irregularities in videos via a 3D convolutional autoencoder.

Mengjia Yan, Jingjing Meng, Chunluan Zhou, Zhigang Tu, Yap-Peng Tan, Junsong Yuan

J. Vis. Commun. Image Represent., 2020

Product Quantization Network for Fast Visual Search.

Tan Yu, Jingjing Meng, Chen Fang, Hailin Jin, Junsong Yuan

Int. J. Comput. Vis., 2020

Interventional Domain Adaptation.

Jun Wen, Changjian Shui, Kun Kuang, Junsong Yuan, Zenan Huang, Zhefeng Gong, Nenggan Zheng

CoRR, 2020

Attention-Aware Noisy Label Learning for Image Classification.

Zhenzhen Wang, Chunyan Xu, Yap-Peng Tan, Junsong Yuan

CoRR, 2020

Deep Reinforcement Learning with Label Embedding Reward for Supervised Image Hashing.

Zhenzhen Wang, Weixiang Hong, Junsong Yuan

CoRR, 2020

Towards Understanding the Adversarial Vulnerability of Skeleton-based Action Recognition.

Tianhang Zheng, Sheng Liu, Changyou Chen, Junsong Yuan, Baochun Li, Kui Ren

CoRR, 2020

Temporal Pulses Driven Spiking Neural Network for Fast Object Recognition in Autonomous Driving.

Wei Wang, Shibo Zhou, Jingxi Li, Xiaohua Li, Junsong Yuan, Zhanpeng Jin

CoRR, 2020

Learning Depth for Scene Reconstruction Using an Encoder-Decoder Model.

Xiaohan Tu, Cheng Xu, Siping Liu, Guoqi Xie, Jing Huang, Renfa Li, Junsong Yuan

IEEE Access, 2020

Multipath Event-Based Network for Low-Power Human Action Recognition.

Xiao Wu, Junsong Yuan

Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

Self-Mimic Learning for Small-scale Pedestrian Detection.

Jialian Wu, Chunluan Zhou, Qian Zhang, Ming Yang, Junsong Yuan

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation.

Jialian Wu, Liangchen Song, Tiancai Wang, Qian Zhang, Junsong Yuan

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection.

Ye Liu, Junsong Yuan, Chang Wen Chen

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene.

Xinke Li, Chongshou Li, Zekun Tong, Andrew Lim, Junsong Yuan, Yuwei Wu, Jing Tang, Raymond Huang

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

HOT-Net: Non-Autoregressive Transformer for 3D Hand-Object Pose Estimation.

Lin Huang, Jianchao Tan, Jingjing Meng, Ji Liu, Junsong Yuan

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Dynamic Graph CNN for Event-Camera Based Gesture Recognition.

Junming Chen, Jingjing Meng, Xinchao Wang, Junsong Yuan

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Temporal Pulses Driven Spiking Neural Network for Time and Power Efficient Object Recognition in Autonomous Driving.

Wei Wang, Shibo Zhou, Jingxi Li, Xiaohua Li, Junsong Yuan, Zhanpeng Jin

Proceedings of the 25th International Conference on Pattern Recognition, 2020

S3F: A Multi-View Slow-Fast Network For Alzheimer's Disease Diagnosis.

Ziqiao Weng, Jingjing Meng, Zhaohua Ding, Junsong Yuan

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization.

Yuanhao Zhai, Le Wang, Wei Tang, Qilin Zhang, Junsong Yuan, Gang Hua

Proceedings of the Computer Vision - ECCV 2020, 2020

Structure-Aware Human-Action Generation.

Ping Yu, Yang Zhao, Chunyuan Li, Junsong Yuan, Changyou Chen

Proceedings of the Computer Vision - ECCV 2020, 2020

Temporal Distinct Representation Learning for Action Recognition.

Junwu Weng, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Xudong Jiang, Junsong Yuan

Proceedings of the Computer Vision - ECCV 2020, 2020

Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation.

Lin Huang, Jianchao Tan, Ji Liu, Junsong Yuan

Proceedings of the Computer Vision - ECCV 2020, 2020

Clustering Driven Deep Autoencoder for Video Anomaly Detection.

Yunpeng Chang, Zhigang Tu, Wei Xie, Junsong Yuan

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Progressive Joint Propagation for Human Motion Prediction.

Yujun Cai, Lin Huang, Yiwei Wang, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Xu Yang, Yiheng Zhu, Xiaohui Shen, Ding Liu, Jing Liu, Nadia Magnenat-Thalmann

Proceedings of the Computer Vision - ECCV 2020, 2020

Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation Under Hand-Object Interaction.

Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad, Zhaohui Zhang, Shipeng Xie, Mingxiu Chen, Boshen Zhang, Fu Xiong, Yang Xiao, Zhiguo Cao, Junsong Yuan, Pengfei Ren, Weiting Huang, Haifeng Sun, Marek Hrúz, Jakub Kanis, Zdenek Krnoul, Qingfu Wan, Shile Li, Linlin Yang, Dongheui Lee, Angela Yao, Weiguo Zhou, Sijia Mei, Yunhui Liu, Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Philippe Weinzaepfel, Romain Brégier, Grégory Rogez, Vincent Lepetit, Tae-Kyun Kim

Proceedings of the Computer Vision - ECCV 2020, 2020

Temporal-Context Enhanced Detection of Heavily Occluded Pedestrians.

Jialian Wu, Chunluan Zhou, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Discovering Human Interactions With Novel Objects via Zero-Shot Learning.

Suchen Wang, Kim-Hui Yap, Junsong Yuan, Yap-Peng Tan

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

3DV: 3D Dynamic Voxel for Action Recognition in Depth Video.

Yancheng Wang, Yang Xiao, Fu Xiong, Wenxiang Jiang, Zhiguo Cao, Joey Tianyi Zhou, Junsong Yuan

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Semantic Enhanced Sketch Based Image Retrieval with Incomplete Multimodal Query.

Sreyasee Das Bhattacharjee, Junsong Yuan

Proceedings of the 6th IEEE International Conference on Multimedia Big Data, 2020

Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions.

Zhenyi Wang, Ping Yu, Yang Zhao, Ruiyi Zhang, Yufan Zhou, Junsong Yuan, Changyou Chen

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Boosting Positive and Unlabeled Learning for Anomaly Detection With Multi-Features.

Jiaqi Zhang, Zhenzhen Wang, Jingjing Meng, Yap-Peng Tan, Junsong Yuan

IEEE Trans. Multim., 2019

Codebook-Free Compact Descriptor for Scalable Visual Search.

Yuwei Wu, Feng Gao, Yicheng Huang, Jie Lin, Vijay Chandrasekhar, Junsong Yuan, Ling-Yu Duan

IEEE Trans. Multim., 2019

Action-Stage Emphasized Spatiotemporal VLAD for Video Action Recognition.

Zhigang Tu, Hongyan Li, Dejun Zhang, Justin Dauwels, Baoxin Li, Junsong Yuan

IEEE Trans. Image Process., 2019

Hough Forest With Optimized Leaves for Global Hand Pose Estimation With Arbitrary Postures.

Hui Liang, Junsong Yuan, Jun Lee, Liuhao Ge, Daniel Thalmann

IEEE Trans. Cybern., 2019

Dictionary Learning-Based, Directional, and Optimized Prediction for Lenslet Image Coding.

Rui Zhong, Ionut Schiopu, Bruno Cornelis, Shao-Ping Lu, Junsong Yuan, Adrian Munteanu

IEEE Trans. Circuits Syst. Video Technol., 2019

Discriminative Spatio-Temporal Pattern Discovery for 3D Action Recognition.

Junwu Weng, Chaoqun Weng, Junsong Yuan, Zicheng Liu

IEEE Trans. Circuits Syst. Video Technol., 2019

Semantic Cues Enhanced Multimodality Multistream CNN for Action Recognition.

Zhigang Tu, Wei Xie, Justin Dauwels, Baoxin Li, Junsong Yuan

IEEE Trans. Circuits Syst. Video Technol., 2019

Robust Distracter-Resistive Tracker via Learning a Multi-Component Discriminative Dictionary.

Weichao Shen, Yuwei Wu, Junsong Yuan, Lingyu Duan, Jian Zhang, Yunde Jia

IEEE Trans. Circuits Syst. Video Technol., 2019

Efficient Video Object Co-Localization With Co-Saliency Activated Tracklets.

Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan

IEEE Trans. Circuits Syst. Video Technol., 2019

Real-Time Detection of Fall From Bed Using a Single Depth Camera.

Feng Zhao, Zhiguo Cao, Yang Xiao, Jing Mao, Junsong Yuan

IEEE Trans Autom. Sci. Eng., 2019

A survey of variational and CNN-based optical flow techniques.

Zhigang Tu, Wei Xie, Dejun Zhang, Ronald Poppe, Remco C. Veltkamp, Baoxin Li, Junsong Yuan

Signal Process. Image Commun., 2019

Multi-label learning of part detectors for occluded pedestrian detection.

Chunluan Zhou, Junsong Yuan

Pattern Recognit., 2019

Learning a robust representation via a deep network on symmetric positive definite manifolds.

Zhi Gao, Yuwei Wu, Xingyuan Bu, Tan Yu, Junsong Yuan, Yunde Jia

Pattern Recognit., 2019

Real-Time 3D Hand Pose Estimation with 3D Convolutional Neural Networks.

Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann

IEEE Trans. Pattern Anal. Mach. Intell., 2019

SLTFNet: A spatial and language-temporal tensor fusion network for video moment retrieval.

Bin Jiang, Xin Huang, Chao Yang, Junsong Yuan

Inf. Process. Manag., 2019

Context-Integrated and Feature-Refined Network for Lightweight Urban Scene Parsing.

Bin Jiang, Wenxuan Tu, Chao Yang, Junsong Yuan

CoRR, 2019

Progress Regression RNN for Online Spatial-Temporal Action Localization in Unconstrained Videos.

Bo Hu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan

CoRR, 2019

Space-Time Event Clouds for Gesture Recognition: From RGB Cameras to Event Cameras.

Qinyi Wang, Yexin Zhang, Junsong Yuan, Yilong Lu

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Cross-Modal Video Moment Retrieval with Spatial and Language-Temporal Attention.

Bin Jiang, Xin Huang, Chao Yang, Junsong Yuan

Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

SPAGAN: Shortest Path Graph Attention Network.

Yiding Yang, Xinchao Wang, Mingli Song, Junsong Yuan, Dacheng Tao

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Bayesian Uncertainty Matching for Unsupervised Domain Adaptation.

Jun Wen, Nenggan Zheng, Junsong Yuan, Zhefeng Gong, Changyou Chen

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Motion-Let Clustering for Skeleton-Based Action Recognition.

Jianyu Yang, Chen Zhu, Junsong Yuan

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Spatio-Temporal Multi-scale Soft Quantization Learning for Skeleton-Based Human Action Recognition.

Jianyu Yang, Chen Zhu, Junsong Yuan

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Discriminative Feature Transformation for Occluded Pedestrian Detection.

Chunluan Zhou, Ming Yang, Junsong Yuan

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

PointCloud Saliency Maps.

Tianhang Zheng, Changyou Chen, Junsong Yuan, Bo Li, Kui Ren

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Temporal Structure Mining for Weakly Supervised Action Detection.

Tan Yu, Zhou Ren, Yuncheng Li, Enxu Yan, Ning Xu, Junsong Yuan

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image.

Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu, Joey Tianyi Zhou, Junsong Yuan

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning.

Yujin Chen, Zhigang Tu, Liuhao Ge, Dejun Zhang, Ruizhi Chen, Junsong Yuan

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks.

Yujun Cai, Liuhao Ge, Jun Liu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan, Nadia Magnenat-Thalmann

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Kervolutional Neural Networks.

Chen Wang, Jianfei Yang, Lihua Xie, Junsong Yuan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Joint Representative Selection and Feature Learning: A Semi-Supervised Approach.

Suchen Wang, Jingjing Meng, Junsong Yuan, Yap-Peng Tan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

3D Hand Shape and Pose Estimation From a Single RGB Image.

Liuhao Ge, Zhou Ren, Yuncheng Li, Zehao Xue, Yingying Wang, Jianfei Cai, Junsong Yuan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Multi-View, Generative, Transfer Learning for Distributed Time Series Classification.

Sreyasee Das Bhattacharjee, William J. Tolone, Ashish Mahabal, Mohammed Elshambakey, Isaac Cho, Abdullah al-Raihan Nayeem, Junsong Yuan, S. George Djorgovski

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Exploiting Local Feature Patterns for Unsupervised Domain Adaptation.

Jun Wen, Risheng Liu, Nenggan Zheng, Qian Zheng, Zhefeng Gong, Junsong Yuan

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Traffic-Optimized Data Placement for Social Media.

Jing Tang, Xueyan Tang, Junsong Yuan

IEEE Trans. Multim., 2018

Quality-Guided Fusion-Based Co-Saliency Estimation for Image Co-Segmentation and Colocalization.

Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan

IEEE Trans. Multim., 2018

Query Adaptive Multiview Object Instance Search and Localization Using Sketches.

Sreyasee Das Bhattacharjee, Junsong Yuan, Yicheng Huang, Jingjing Meng, Lingyu Duan

IEEE Trans. Multim., 2018

Profit Maximization for Viral Marketing in Online Social Networks: Algorithms and Analysis.

Jing Tang, Xueyan Tang, Junsong Yuan

IEEE Trans. Knowl. Data Eng., 2018

Simultaneously Discovering and Localizing Common Objects in Wild Images.

Zhenzhen Wang, Junsong Yuan

IEEE Trans. Image Process., 2018

Video Summarization Via Multiview Representative Selection.

Jingjing Meng, Suchen Wang, Hongxing Wang, Junsong Yuan, Yap-Peng Tan

IEEE Trans. Image Process., 2018

Fried Binary Embedding: From High-Dimensional Visual Features to High-Dimensional Binary Codes.

Weixiang Hong, Junsong Yuan

IEEE Trans. Image Process., 2018

Robust 3D Hand Pose Estimation From Single Depth Images Using Multi-View CNNs.

Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann

IEEE Trans. Image Process., 2018

Minimizing Reconstruction Bias Hashing via Joint Projection Learning and Quantization.

Ling-Yu Duan, Yuwei Wu, Yicheng Huang, Zhe Wang, Junsong Yuan, Wen Gao

IEEE Trans. Image Process., 2018

Local Large-Margin Multi-Metric Learning for Face and Kinship Verification.

Junlin Hu, Jiwen Lu, Yap-Peng Tan, Junsong Yuan, Jie Zhou

IEEE Trans. Circuits Syst. Video Technol., 2018

Representative Selection on a Hypersphere.

Hongxing Wang, Junsong Yuan

IEEE Signal Process. Lett., 2018

An efficient and effective hop-based approach for influence maximization in social networks.

Jing Tang, Xueyan Tang, Junsong Yuan

Soc. Netw. Anal. Min., 2018

Multi-stream CNN: Learning representations based on human-related regions for action recognition.

Zhigang Tu, Wei Xie, Qianqing Qin, Ronald Poppe, Remco C. Veltkamp, Baoxin Li, Junsong Yuan

Pattern Recognit., 2018

Temporally enhanced image object proposals for online video object and action detections.

Jiong Yang, Junsong Yuan

J. Vis. Commun. Image Represent., 2018

Learning Saliency Maps for Adversarial Point-Cloud Generation.

Tianhang Zheng, Changyou Chen, Junsong Yuan, Kui Ren

CoRR, 2018

Online Processing Algorithms for Influence Maximization.

Jing Tang, Xueyan Tang, Xiaokui Xiao, Junsong Yuan

Proceedings of the 2018 International Conference on Management of Data, 2018

Towards Profit Maximization for Online Social Network Providers.

Jing Tang, Xueyan Tang, Junsong Yuan

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

3D Convolutional Generative Adversarial Networks for Detecting Temporal Irregularities in Videos.

Mengjia Yan, Xudong Jiang, Junsong Yuan

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Unsupervised Multiple-Instance Learning for Instance Search.

Zhenzhen Wang, Junsong Yuan

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Selecting Informative Frames for Action Recognition with Partial Observations.

Yanjun Zhu, Gang Yu, Junsong Yuan, Kai-Kuang Ma

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Bi-box Regression for Pedestrian Detection and Occlusion Estimation.

Chunluan Zhou, Junsong Yuan

Proceedings of the Computer Vision - ECCV 2018, 2018

Product Quantization Network for Fast Image Retrieval.

Tan Yu, Junsong Yuan, Chen Fang, Hailin Jin

Proceedings of the Computer Vision - ECCV 2018, 2018

Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition.

Junwu Weng, Mengyuan Liu, Xudong Jiang, Junsong Yuan

Proceedings of the Computer Vision - ECCV 2018, 2018

Point-to-Point Regression PointNet for 3D Hand Pose Estimation.

Liuhao Ge, Zhou Ren, Junsong Yuan

Proceedings of the Computer Vision - ECCV 2018, 2018

Weakly-Supervised 3D Hand Pose Estimation from Monocular RGB Images.

Yujun Cai, Liuhao Ge, Jianfei Cai, Junsong Yuan

Proceedings of the Computer Vision - ECCV 2018, 2018

Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals.

Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Multi-View Harmonized Bilinear Network for 3D Object Recognition.

Tan Yu, Jingjing Meng, Junsong Yuan

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display.

Shizheng Wang, Wenjuan Liao, Phil Surman, Zhigang Tu, Yuanjin Zheng, Junsong Yuan

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Recognizing Human Actions as the Evolution of Pose Estimation Maps.

Mengyuan Liu, Junsong Yuan

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Conditional Generative Adversarial Network for Structured Domain Adaptation.

Weixiang Hong, Zhenzhen Wang, Ming Yang, Junsong Yuan

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Hand PointNet: 3D Hand Pose Estimation Using Point Sets.

Liuhao Ge, Yujun Cai, Junwu Weng, Junsong Yuan

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Understanding Human-Object Interaction in RGB-D videos for Human Robot Interaction.

Zhiwen Fang, Junsong Yuan, Nadia Magnenat-Thalmann

Proceedings of Computer Graphics International 2018, 2018

Actor-Action Semantic Segmentation with Region Masks.

Kang Dang, Chunluan Zhou, Zhigang Tu, Michael Hoy, Justin Dauwels, Junsong Yuan

Proceedings of the British Machine Vision Conference 2018, 2018

Kernel Cross-Correlator.

Chen Wang, Le Zhang, Lihua Xie, Junsong Yuan

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Tensorized Projection for High-Dimensional Binary Embedding.

Weixiang Hong, Jingjing Meng, Junsong Yuan

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Distributed Composite Quantization.

Weixiang Hong, Jingjing Meng, Junsong Yuan

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Visual Pattern Discovery and Recognition

Hongxing Wang, Chaoqun Weng, Junsong Yuan

Springer Briefs in Computer Science, Springer, ISBN: 978-981-10-4839-5, 2017

Sound-Event Classification Using Robust Texture Features for Robot Hearing.

Jianfeng Ren, Xudong Jiang, Junsong Yuan, Nadia Magnenat-Thalmann

IEEE Trans. Multim., 2017

Person Reidentification Using Multiple Egocentric Views.

Anirban Chakraborty, Bappaditya Mandal, Junsong Yuan

IEEE Trans. Circuits Syst. Video Technol., 2017

Discovering Class-Specific Spatial Layouts for Scene Recognition.

Chaoqun Weng, Hongxing Wang, Junsong Yuan, Xudong Jiang

IEEE Signal Process. Lett., 2017

LBP-Structure Optimization With Symmetry and Uniformity Regularizations for Scene Classification.

Jianfeng Ren, Xudong Jiang, Junsong Yuan

IEEE Signal Process. Lett., 2017

Representative Selection with Structured Sparsity.

Hongxing Wang, Yoshinobu Kawahara, Chaoqun Weng, Junsong Yuan

Pattern Recognit., 2017

Fusing disparate object signatures for salient object detection in video.

Zhigang Tu, Zuwei Guo, Wei Xie, Mengjia Yan, Remco C. Veltkamp, Baoxin Li, Junsong Yuan

Pattern Recognit., 2017

Learning location constrained pixel classifiers for image parsing.

Kang Dang, Junsong Yuan

J. Vis. Commun. Image Represent., 2017

3D Hand Pose Estimation: From Current Achievements to Future Goals.

Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim

CoRR, 2017

Non-Iterative Localization and Fast Mapping.

Chen Wang, Lihua Xie, Junsong Yuan

CoRR, 2017

Non-Iterative SLAM: A Fast Dense Method for Inertial-Visual SLAM.

Chen Wang, Junsong Yuan, Lihua Xie

CoRR, 2017

Positive and Unlabeled Learning for Anomaly Detection with Multi-features.

Jiaqi Zhang, Zhenzhen Wang, Junsong Yuan, Yap-Peng Tan

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Efficient tracking of closely spaced objects in depth data using sequential dirichlet process clustering.

Michael Hoy, Justin Dauwels, Junsong Yuan

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Efficient ground object segmentation in 3D LIDAR based on cascaded mode seeking.

Michael Hoy, Justin Dauwels, Junsong Yuan

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Is My Object in This Video? Reconstruction-based Object Search in Videos.

Tan Yu, Jingjing Meng, Junsong Yuan

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Real time hand gesture recognition via finger-emphasized multi-scale description.

Jianyu Yang, Chen Zhu, Junsong Yuan

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Temporally enhanced image object proposals for videos.

Jiang Yang, Junsong Yuan

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Context-aware graph-based analysis for detecting anomalous activities.

Sreyasee Das Bhattacharjee, Junsong Yuan, Jiaqi Zhang, Yap-Peng Tan

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Efficient directional and L1-optimized intra-prediction for light field image compression.

Rui Zhong, Shizheng Wang, Bruno Cornelis, Yuanjin Zheng, Junsong Yuan, Adrian Munteanu

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Video Summarization via Multi-view Representative Selection.

Jingjing Meng, Suchen Wang, Hongxing Wang, Yap-Peng Tan, Junsong Yuan

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Multi-label Learning of Part Detectors for Heavily Occluded Pedestrian Detection.

Chunluan Zhou, Junsong Yuan

Proceedings of the IEEE International Conference on Computer Vision, 2017

Compressive Quantization for Fast Object Instance Search in Videos.

Tan Yu, Zhenzhen Wang, Junsong Yuan

Proceedings of the IEEE International Conference on Computer Vision, 2017

Common Action Discovery and Localization in Unconstrained Videos.

Jiong Yang, Junsong Yuan

Proceedings of the IEEE International Conference on Computer Vision, 2017

Non-iterative SLAM.

Chen Wang, Junsong Yuan, Lihua Xie

Proceedings of the 18th International Conference on Advanced Robotics, 2017

Real-time hierarchical fusion system for semantic segmentation in offroad scenes.

Kang Dang, Michael Hoy, Justin Dauwels, Junsong Yuan

Proceedings of the 20th International Conference on Information Fusion, 2017

HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos.

Tan Yu, Yuwei Wu, Junsong Yuan

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition.

Junwu Weng, Chaoqun Weng, Junsong Yuan

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Object Co-skeletonization with Co-segmentation.

Koteswar Rao Jerripothula, Jianfei Cai, Jiangbo Lu, Junsong Yuan

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Fried Binary Embedding for High-Dimensional Visual Features.

Weixiang Hong, Junsong Yuan, Sreyasee Das Bhattacharjee

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation from Single Depth Images.

Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Influence Maximization Meets Efficiency and Effectiveness: A Hop-Based Approach.

Jing Tang, Xueyan Tang, Junsong Yuan

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

A framework based on deep learning and mathematical morphology for cabin door detection in an automated aerobridge docking system.

Ruibing Jin, Bojan Andonovski, Zhigang Tu, Jianliang Wang, Junsong Yuan, Desmond Mark Tham

Proceedings of the 11th Asian Control Conference, 2017

Common visual pattern discovery and search.

Zhenzhen Wang, Jingjing Meng, Tan Yu, Junsong Yuan

Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Efficient Object Instance Search Using Fuzzy Objects Matching.

Tan Yu, Yuwei Wu, Sreyasee Das Bhattacharjee, Junsong Yuan

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Body Movement Analysis and Recognition.

Yang Xiao, Hui Liang, Junsong Yuan, Daniel Thalmann

Proceedings of the Context Aware Human-Robot and Human-Agent Interaction, 2016

Face and Facial Expressions Recognition and Analysis.

Jianfeng Ren, Xudong Jiang, Junsong Yuan

Proceedings of the Context Aware Human-Robot and Human-Agent Interaction, 2016

Object Instance Search in Videos via Spatio-Temporal Trajectory Discovery.

Jingjing Meng, Junsong Yuan, Jiong Yang, Gang Wang, Yap-Peng Tan

IEEE Trans. Multim., 2016

Image Co-segmentation via Saliency Co-fusion.

Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan

IEEE Trans. Multim., 2016

Query-Adaptive Small Object Search Using Object Proposals and Shape-Aware Descriptors.

Sreyasee Das Bhattacharjee, Junsong Yuan, Yap-Peng Tan, Ling-Yu Duan

IEEE Trans. Multim., 2016

Fast Appearance Modeling for Automatic Primary Video Object Segmentation.

Jiong Yang, Brian L. Price, Xiaohui Shen, Zhe L. Lin, Junsong Yuan

IEEE Trans. Image Process., 2016

Adobe Boxes: Locating Object Proposals Using Object Adobes.

Zhiwen Fang, Zhiguo Cao, Yang Xiao, Lei Zhu, Junsong Yuan

IEEE Trans. Image Process., 2016

Discovering Primary Objects in Videos by Saliency Fusion and Iterative Appearance Estimation.

Jiong Yang, Gangqiang Zhao, Junsong Yuan, Xiaohui Shen, Zhe Lin, Brian L. Price, Jonathan Brandt

IEEE Trans. Circuits Syst. Video Technol., 2016

Introduction of New Associate Editors.

Nikolaos V. Boulgouris, David R. Bull, Marco Cagnazzo, Andrea Cavallaro, Gene Cheung, Amit K. Roy-Chowdhury, Pedro Comesaña Alfaro, Shan Du, Sarp Ertürk, Markus Flierl, Gian Luca Foresti, Gang Hua, Zhu Li, Weisi Lin, Siwei Ma, Pramod Kumar Meher, Debargha Mukherjee, Aleksandra Pizurica, Andrea Prati, Paolo Remagnino, Arun Ross, Shin'ichi Satoh, Andreas E. Savakis, Heiko Schwarz, Ling Shao, Shervin Shirmohammadi, Giuseppe Valenzise, Meng Wang, Zhou Wang, Yonggang Wen, Dong Xu, Junsong Yuan, Yuan Yuan

IEEE Trans. Circuits Syst. Video Technol., 2016

Discriminative Action States Discovery for Online Action Recognition.

Bo Hu, Junsong Yuan, Yuwei Wu

IEEE Signal Process. Lett., 2016

Parsing 3D motion trajectory for gesture recognition.

Jianyu Yang, Junsong Yuan, Youfu Li

J. Vis. Commun. Image Represent., 2016

Finding spatio-temporal salient paths for video objects discovery.

Ye Luo, Junsong Yuan, Jianwei Lu

J. Vis. Commun. Image Represent., 2016

Guest Editorial: Human Activity Understanding from 2D and 3D Data.

Junsong Yuan, Wanqing Li, Zhengyou Zhang, David J. Fleet, Jamie Shotton

Int. J. Comput. Vis., 2016

Invariant multi-scale descriptor for shape representation, matching and retrieval.

Jianyu Yang, Hongxing Wang, Junsong Yuan, Youfu Li, Jianyang Liu

Comput. Vis. Image Underst., 2016

Barehanded music: real-time hand interaction for virtual piano.

Hui Liang, Jin Wang, Qian Sun, Yong-Jin Liu, Junsong Yuan, Jun Luo, Ying He

Proceedings of the 20th ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, 2016

L1-optimized linear prediction for light field image compression.

Rui Zhong, Shizheng Wang, Bruno Cornelis, Yuanjin Zheng, Junsong Yuan, Adrian Munteanu

Proceedings of the 2016 Picture Coding Symposium, 2016

A Compact Binary Aggregated Descriptor via Dual Selection for Visual Search.

Yuwei Wu, Zhe Wang, Junsong Yuan, Ling-Yu Duan

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Learning a Multi-class Discriminative Dictionary with Nonredundancy Constraints for Visual Classification.

Zhao Liu, Yuwei Wu, Junsong Yuan, Yap-Peng Tan

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Query Adaptive Instance Search using Object Sketches.

Sreyasee Das Bhattacharjee, Junsong Yuan, Weixiang Hong, Xiang Ruan

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

To Project More or to Quantize More: Minimize Reconstruction Bias for Learning Compact Binary Codes.

Zhe Wang, Ling-Yu Duan, Junsong Yuan, Tiejun Huang, Wen Gao

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Profit maximization for viral marketing in Online Social Networks.

Jing Tang, Xueyan Tang, Junsong Yuan

Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

Collaborative multi-view metric learning for visual classification.

Junlin Hu, Jiwen Lu, Junsong Yuan, Yap-Peng Tan

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Invariant multi-scale shape descriptor for object matching and recognition.

Haoran Xu, Jianyu Yang, Junsong Yuan

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Bayesian tracking of multiple objects with vision and radar.

Michael Hoy, Chaoqun Weng, Junsong Yuan, Justin Dauwels

Proceedings of the 14th International Conference on Control, 2016

CATS: Co-saliency Activated Tracklet Selection for Video Co-localization.

Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan

Proceedings of the Computer Vision - ECCV 2016, 2016

From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection.

Jingjing Meng, Hongxing Wang, Junsong Yuan, Yap-Peng Tan

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs.

Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning to Integrate Occlusion-Specific Detectors for Heavily Occluded Pedestrian Detection.

Chunluan Zhou, Junsong Yuan

Proceedings of the Computer Vision - ACCV 2016, 2016

Random Forest with Suppressed Leaves for Hough Voting.

Hui Liang, Junhui Hou, Junsong Yuan, Daniel Thalmann

Proceedings of the Computer Vision - ACCV 2016, 2016

Multi-layer light field display characterisation.

Phil Surman, Shizheng Wang, Kien Seng Ong, Xiao Wei Sun, Junsong Yuan, Yuanjin Zheng

Proceedings of the True Vision - Capture, Transmission and Display of 3D Video, 2016

2015

Efficient Mining of Optimal AND/OR Patterns for Visual Recognition.

Chaoqun Weng, Junsong Yuan

IEEE Trans. Multim., 2015

Topical Video Object Discovery From Key Frames by Modeling Word Co-Occurrence Prior.

Gangqiang Zhao, Junsong Yuan, Gang Hua, Jiong Yang

IEEE Trans. Image Process., 2015

Robust Discriminative Tracking via Landmark-Based Label Propagation.

Yuwei Wu, Mingtao Pei, Min Yang, Junsong Yuan, Yunde Jia

IEEE Trans. Image Process., 2015

Manifold Kernel Sparse Representation of Symmetric Positive-Definite Matrices and Its Applications.

Yuwei Wu, Yunde Jia, Peihua Li, Jian Zhang, Junsong Yuan

IEEE Trans. Image Process., 2015

A Chi-Squared-Transformed Subspace of LBP Histogram for Visual Recognition.

Jianfeng Ren, Xudong Jiang, Junsong Yuan

IEEE Trans. Image Process., 2015

Randomized Spatial Context for Object Search.

Yuning Jiang, Jingjing Meng, Junsong Yuan, Jiebo Luo

IEEE Trans. Image Process., 2015

Collaborative Multifeature Fusion for Transductive Spectral Learning.

Hongxing Wang, Junsong Yuan

IEEE Trans. Cybern., 2015

Propagative Hough Voting for Human Activity Detection and Recognition.

Gang Yu, Junsong Yuan, Zicheng Liu

IEEE Trans. Circuits Syst. Video Technol., 2015

Resolving Ambiguous Hand Pose Predictions by Exploiting Part Correlations.

Hui Liang, Junsong Yuan, Daniel Thalmann

IEEE Trans. Circuits Syst. Video Technol., 2015

LBP Encoding Schemes Jointly Utilizing the Information of Current Bit and Other LBP Bits.

Jianfeng Ren, Xudong Jiang, Junsong Yuan

IEEE Signal Process. Lett., 2015

Learning LBP structure by maximizing the conditional mutual information.

Jianfeng Ren, Xudong Jiang, Junsong Yuan

Pattern Recognit., 2015

Flexible Trajectory Indexing for 3D Motion Recognition.

Jianyu Yang, Junsong Yuan, Youfu Li

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

First-Person Palm Pose Tracking and Gesture Recognition in Augmented Reality.

Daniel Thalmann, Hui Liang, Junsong Yuan

Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2015

Two-layer optimized light field display using depth initialization.

Shizheng Wang, Zhenfeng Zhuang, Phil Surman, Junsong Yuan, Yuanjin Zheng, Xiao Wei Sun

Proceedings of the 2015 Visual Communications and Image Processing, 2015

Glasses-free light field 3D display.

Shizheng Wang, Xiangyu Zhang, Qijia Cheng, Kaviya Rajendran, Phil Surman, Junsong Yuan, Xiao Wei Sun

Proceedings of the 2015 Visual Communications and Image Processing, 2015

QCCE: Quality constrained co-saliency estimation for common object detection.

Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan

Proceedings of the 2015 Visual Communications and Image Processing, 2015

AR in Hand: Egocentric Palm Pose Tracking and Gesture Recognition for Augmented Reality Applications.

Hui Liang, Junsong Yuan, Daniel Thalmann, Nadia Magnenat-Thalmann

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Query-Adaptive Logo Search using Shape-Aware Descriptors.

Sreyasee Das Bhattacharjee, Junsong Yuan, Yap-Peng Tan, Lingyu Duan

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Egocentric hand pose estimation and distance recovery in a single RGB image.

Hui Liang, Junsong Yuan, Daniel Thalmann

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Fast object instance search in videos from one example.

Jingjing Meng, Junsong Yuan, Yap-Peng Tan, Gang Wang

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Group saliency propagation for large scale and quick image co-segmentation.

Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Optimizing Inter-server Communication for Online Social Networks.

Jing Tang, Xueyan Tang, Junsong Yuan

Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

Adaptive Exponential Smoothing for Online Filtering of Pixel Prediction Maps.

Kang Dang, Jiong Yang, Junsong Yuan

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Quantized fuzzy LBP for face recognition.

Jianfeng Ren, Xudong Jiang, Junsong Yuan

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Fast action proposals for human action detection and search.

Gang Yu, Junsong Yuan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Automatic Visual Pattern Discovery via Cohesive Subgraph Mining.

Gangqiang Zhao, Junsong Yuan

Proceedings of the Mobile Cloud Visual Media Computing - From Interaction to Service, 2015

2014

Visual pattern discovery in image and video data: a brief survey.

Hongxing Wang, Gangqiang Zhao, Junsong Yuan

WIREs Data Mining Knowl. Discov., 2014

Parsing the Hand in Depth Images.

Hui Liang, Junsong Yuan, Daniel Thalmann

IEEE Trans. Multim., 2014

mCENTRIST: A Multi-Channel Feature Generation Mechanism for Scene Categorization.

Yang Xiao, Jianxin Wu, Junsong Yuan

IEEE Trans. Image Process., 2014

Context-Aware Discovery of Visual Co-Occurrence Patterns.

Hongxing Wang, Junsong Yuan, Ying Wu

IEEE Trans. Image Process., 2014

Optimizing LBP Structure For Visual Recognition Using Binary Quadratic Programming.

Jianfeng Ren, Xudong Jiang, Junsong Yuan, Gang Wang

IEEE Signal Process. Lett., 2014

Entropic image thresholding based on GLGM histogram.

Yang Xiao, Zhiguo Cao, Junsong Yuan

Pattern Recognit. Lett., 2014

Modelling Multi-Party Interactions among Virtual Characters, Robots, and Humans.

Zerrin Yumak, Jianfeng Ren, Nadia Magnenat-Thalmann, Junsong Yuan

Presence Teleoperators Virtual Environ., 2014

Human-Robot Interaction by Understanding Upper Body Gestures.

Yang Xiao, Zhijun Zhang, Aryel Beck, Junsong Yuan, Daniel Thalmann

Presence Teleoperators Virtual Environ., 2014

Learning Actionlet Ensemble for 3D Human Action Recognition.

Jiang Wang, Zicheng Liu, Ying Wu, Junsong Yuan

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Video Event Detection: From Subvolume Localization to Spatiotemporal Path Search.

Du Tran, Junsong Yuan, David A. Forsyth

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Fusion of 3D-LIDAR and camera data for scene parsing.

Gangqiang Zhao, Xuhong Xiao, Junsong Yuan, Gee Wah Ng

J. Vis. Commun. Image Represent., 2014

Tracking and fusion for multiparty interaction with a virtual character and a social robot.

Zerrin Yumak, Jianfeng Ren, Nadia Magnenat-Thalmann, Junsong Yuan

Proceedings of the SIGGRAPH Asia 2014 Autonomous Virtual Humans and Social Robot for Telepresence, 2014

Activity recognition in unconstrained RGB-D video using 3D trajectories.

Yang Xiao, Gangqiang Zhao, Junsong Yuan, Daniel Thalmann

Proceedings of the SIGGRAPH Asia 2014 Autonomous Virtual Humans and Social Robot for Telepresence, 2014

Boosting cross-media retrieval via visual-auditory feature analysis and relevance feedback.

Hong Zhang, Junsong Yuan, Xingyu Gao, Zhenyu Chen

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Scalable forest hashing for fast similarity search.

Gang Yu, Junsong Yuan

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Hierarchical multi-feature fusion for multimodal data analysis.

Hong Zhang, Li Chen, Jun Liu, Junsong Yuan

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Automatic image co-segmentation using geometric mean saliency.

Koteswar Rao Jerripothula, Jianfei Cai, Fanman Meng, Junsong Yuan

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Efficient Online Spatio-Temporal Filtering for Video Event Detection.

Xinchen Yan, Junsong Yuan, Hui Liang

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Multi-feature Spectral Clustering with Minimax Optimization.

Hongxing Wang, Chaoqun Weng, Junsong Yuan

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Non-rectangular Part Discovery for Object Detection.

Chunluan Zhou, Junsong Yuan

Proceedings of the British Machine Vision Conference, 2014

Location Constrained Pixel Classifiers for Image Parsing with Regular Spatial Layout.

Kang Dang, Junsong Yuan

Proceedings of the British Machine Vision Conference, 2014

Discriminative Orderlet Mining for Real-Time Recognition of Human-Object Interaction.

Gang Yu, Zicheng Liu, Junsong Yuan

Proceedings of the Computer Vision - ACCV 2014, 2014

Large Margin Multi-metric Learning for Face and Kinship Verification in the Wild.

Junlin Hu, Jiwen Lu, Junsong Yuan, Yap-Peng Tan

Proceedings of the Computer Vision - ACCV 2014, 2014

Height Gradient Histogram (HIGH) for 3D Scene Labeling.

Gangqiang Zhao, Junsong Yuan, Kang Dang

Proceedings of the 2nd International Conference on 3D Vision, 2014

Low-Rank Online Metric Learning.

Yang Cong, Ji Liu, Junsong Yuan, Jiebo Luo

Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

2013

Model-based hand pose estimation via spatial-temporal hand parsing and 3D fingertip localization.

Hui Liang, Junsong Yuan, Daniel Thalmann, Zhengyou Zhang

Vis. Comput., 2013

Robust Part-Based Hand Gesture Recognition Using Kinect Sensor.

Zhou Ren, Junsong Yuan, Jingjing Meng, Zhengyou Zhang

IEEE Trans. Multim., 2013

Action Search by Example Using Randomized Visual Vocabularies.

Gang Yu, Junsong Yuan, Zicheng Liu

IEEE Trans. Image Process., 2013

Noise-Resistant Local Binary Pattern With an Embedded Error-Correction Mechanism.

Jianfeng Ren, Xudong Jiang, Junsong Yuan

IEEE Trans. Image Process., 2013

Self-Supervised Online Metric Learning With Low Rank Constraint for Scene Categorization.

Yang Cong, Ji Liu, Junsong Yuan, Jiebo Luo

IEEE Trans. Image Process., 2013

Video Anomaly Search in Crowded Scenes via Spatio-Temporal Motion Context.

Yang Cong, Junsong Yuan, Yandong Tang

IEEE Trans. Inf. Forensics Secur., 2013

Hybrid Saliency Detection for Images.

Zhenzhong Chen, Junsong Yuan, Yap-Peng Tan

IEEE Signal Process. Lett., 2013

A complete and fully automated face verification system on mobile devices.

Jianfeng Ren, Xudong Jiang, Junsong Yuan

Pattern Recognit., 2013

Abnormal event detection in crowded scenes using sparse representation.

Yang Cong, Junsong Yuan, Ji Liu

Pattern Recognit., 2013

Minimum Near-Convex Shape Decomposition.

Zhou Ren, Junsong Yuan, Wenyu Liu

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Human-virtual human interaction by upper body gesture understanding.

Yang Xiao, Junsong Yuan, Daniel Thalmann

Proceedings of the 19th ACM Symposium on Virtual Reality Software and Technology, 2013

Salient object detection in videos by optimal spatio-temporal path discovery.

Ye Luo, Junsong Yuan

Proceedings of the ACM Multimedia Conference, 2013

Mobile media communication, processing, and analysis: A review of recent advances.

Wen Gao, Ling-Yu Duan, Jun Sun, Junsong Yuan, Yonggang Wen, Yap-Peng Tan, Jianfei Cai, Alex C. Kot

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Hierarchical sparse coding based on spatial pooling and multi-feature fusion.

Chaoqun Weng, Hongxing Wang, Junsong Yuan

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Direct mining co-occurrence features for visual recognition: A branch and bound method.

Chaoqun Weng, Yuning Jiang, Junsong Yuan

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Learning weighted geometric pooling for image classification.

Chaoqun Weng, Hongxing Wang, Junsong Yuan

Proceedings of the IEEE International Conference on Image Processing, 2013

Relaxed local ternary pattern for face recognition.

Jianfeng Ren, Xudong Jiang, Junsong Yuan

Proceedings of the IEEE International Conference on Image Processing, 2013

Learning binarized pixel-difference pattern for scene recognition.

Jianfeng Ren, Xudong Jiang, Junsong Yuan

Proceedings of the IEEE International Conference on Image Processing, 2013

Voxel labelling in CT images with data-driven contextual features.

Kang Dang, Junsong Yuan, Ho Yee Tiong

Proceedings of the IEEE International Conference on Image Processing, 2013

Thematic Saliency Detection Using Spatial-Temporal Context.

Ye Luo, Gangqiang Zhao, Junsong Yuan

Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Dynamic texture recognition using enhanced LBP features.

Jianfeng Ren, Xudong Jiang, Junsong Yuan

Proceedings of the IEEE International Conference on Acoustics, 2013

Topical Video Object Discovery from Key Frames by Modeling Word Co-occurrence Prior.

Gangqiang Zhao, Junsong Yuan, Gang Hua

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Object instance search in videos.

Jingjing Meng, Junsong Yuan, Gang Wang, Jianbo Xu

Proceedings of the 9th International Conference on Information, 2013

2012

Mining Visual Collocation Patterns via Self-Supervised Subspace Learning.

Junsong Yuan, Ying Wu

IEEE Trans. Syst. Man Cybern. Part B, 2012

Towards Scalable Summarization of Consumer Videos Via Sparse Dictionary Selection.

Yang Cong, Junsong Yuan, Jiebo Luo

IEEE Trans. Multim., 2012

Discovering Thematic Objects in Image Collections and Videos.

Junsong Yuan, Gangqiang Zhao, Yun Fu, Zhu Li, Aggelos K. Katsaggelos, Ying Wu

IEEE Trans. Image Process., 2012

Spatial Locality-Aware Sparse Coding and Dictionary Learning.

Jiang Wang, Junsong Yuan, Zhuoyuan Chen, Ying Wu

Proceedings of the 4th Asian Conference on Machine Learning, 2012

Location Discriminative Vocabulary Coding for Mobile Landmark Search.

Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Junsong Yuan, Yong Rui, Wen Gao

Int. J. Comput. Vis., 2012

Hand pose estimation by combining fingertip tracking and articulated ICP.

Hui Liang, Junsong Yuan, Daniel Thalmann

Proceedings of the Virtual Reality Continuum and its Applications in Industry, 2012

Max-Margin Structured Output Regression for Spatio-Temporal Action Localization.

Du Tran, Junsong Yuan

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Predicting human activities using spatio-temporal structure of interest points.

Gang Yu, Junsong Yuan, Zicheng Liu

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

3D fingertip and palm tracking in depth image sequences.

Hui Liang, Junsong Yuan, Daniel Thalmann

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Rapid object search engine for contextual advertisement.

Yuning Jiang, Junsong Yuan, Jingjing Meng

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Social Image Tagging by Mining Sparse Tag Patterns from Auxiliary Data.

Jie Lin, Junsong Yuan, Ling-Yu Duan, Siwei Luo, Wen Gao

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Curb detection and tracking using 3D-LIDAR scanner.

Gangqiang Zhao, Junsong Yuan

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Learning sparse tag patterns for social image classification.

Jie Lin, Ling-Yu Duan, Junsong Yuan, Qingyong Li, Siwei Luo

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Object tracking via online metric learning.

Yang Cong, Junsong Yuan, Yandong Tang

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Fusion of Velodyne and camera data for scene parsing.

Gangqiang Zhao, Xuhong Xiao, Junsong Yuan

Proceedings of the 15th International Conference on Information Fusion, 2012

Propagative Hough Voting for Human Activity Recognition.

Gang Yu, Junsong Yuan, Zicheng Liu

Proceedings of the Computer Vision - ECCV 2012, 2012

Randomized Spatial Partition for Scene Recognition.

Yuning Jiang, Junsong Yuan, Gang Yu

Proceedings of the Computer Vision - ECCV 2012, 2012

Mining actionlet ensemble for action recognition with depth cameras.

Jiang Wang, Zicheng Liu, Ying Wu, Junsong Yuan

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Randomized visual phrases for object search.

Yuning Jiang, Jingjing Meng, Junsong Yuan

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Arbitrary-Shape Object Localization Using Adaptive Image Grids.

Chunluan Zhou, Junsong Yuan

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

Fast Action Detection via Discriminative Random Forest Voting and Top-K Subvolume Search.

Gang Yu, Norberto A. Goussies, Junsong Yuan, Zicheng Liu

IEEE Trans. Multim., 2011

Saliency Density Maximization for Efficient Visual Objects Discovery.

Ye Luo, Junsong Yuan, Ping Xue, Qi Tian

IEEE Trans. Circuits Syst. Video Technol., 2011

Discriminative Video Pattern Search for Efficient Action Detection.

Junsong Yuan, Zicheng Liu, Ying Wu

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Discovering the Thematic Object in Commercial Videos.

Gangqiang Zhao, Junsong Yuan, Jiang Xu, Ying Wu

IEEE Multim., 2011

Learning spatio-temporal dependency of local patches for complex motion segmentation.

Jiang Xu, Junsong Yuan, Ying Wu

Comput. Vis. Image Underst., 2011

Anomalous video event detection using spatiotemporal context.

Fan Jiang, Junsong Yuan, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos

Comput. Vis. Image Underst., 2011

Real-time human action search using random forest based hough voting.

Gang Yu, Junsong Yuan, Zicheng Liu

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Robust hand gesture recognition based on finger-earth mover's distance with a commodity depth camera.

Zhou Ren, Junsong Yuan, Zhengyou Zhang

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Robust hand gesture recognition with kinect sensor.

Zhou Ren, Jingjing Meng, Junsong Yuan, Zhengyou Zhang

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Grassmann Hashing for approximate nearest neighbor search in high dimensional space.

Xinchao Wang, Zhu Li, Lei Zhang, Junsong Yuan

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Salient region detection and its application to video retargeting.

Ye Luo, Junsong Yuan, Ping Xue, Qi Tian

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Grid-based local feature bundling for efficient object search and localization.

Yuning Jiang, Jingjing Meng, Junsong Yuan

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Discovering Thematic Patterns in Videos via Cohesive Sub-graph Mining.

Gangqiang Zhao, Junsong Yuan

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Combining Feature Context and Spatial Context for Image Pattern Discovery.

Hongxing Wang, Junsong Yuan, Yap-Peng Tan

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

A fast and accurate cascade subspace face/eye detector on mobile devices.

Jianfeng Ren, Xudong Jiang, Junsong Yuan

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Minimum near-convex decomposition for robust shape representation.

Zhou Ren, Junsong Yuan, Chunyuan Li, Wenyu Liu

Proceedings of the IEEE International Conference on Computer Vision, 2011

Mining discriminative co-occurrence patterns for visual recognition.

Junsong Yuan, Ming Yang, Ying Wu

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Unsupervised random forest indexing for fast action search.

Gang Yu, Junsong Yuan, Zicheng Liu

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Optimal spatio-temporal path discovery for video event detection.

Du Tran, Junsong Yuan

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Sparse reconstruction cost for abnormal event detection.

Yang Cong, Junsong Yuan, Ji Liu

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Multiple instance boosting with global smoothness regularization.

Chaoqun Weng, Gang Hua, Junsong Yuan

Proceedings of the 8th International Conference on Information, 2011

Depth camera based hand gesture recognition and its applications in Human-Computer-Interaction.

Zhou Ren, Jingjing Meng, Junsong Yuan

Proceedings of the 8th International Conference on Information, 2011

2010

Mining Compositional Features From GPS and Visual Cues for Event Recognition in Photo Collections.

Junsong Yuan, Jiebo Luo, Ying Wu

IEEE Trans. Multim., 2010

Mining and cropping common objects from images.

Gangqiang Zhao, Junsong Yuan

Proceedings of the 18th International Conference on Multimedia 2010, 2010

KPB-SIFT: a compact local feature descriptor.

Gangqiang Zhao, Ling Chen, Gencai Chen, Junsong Yuan

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Interactive visual object search through mutual information maximization.

Jingjing Meng, Junsong Yuan, Yuning Jiang, Nitya Narasimhan, Venu Vasudevan, Ying Wu

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Bipolar grouping.

Jiang Xu, Junsong Yuan, Ying Wu

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Efficient search of Top-K video subvolumes for multi-instance action detection.

Norberto A. Goussies, Zicheng Liu, Junsong Yuan

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Video anomaly detection in spatiotemporal context.

Fan Jiang, Junsong Yuan, Sotirios A. Tsaftaris, Aggelos K. Katsaggelos

Proceedings of the International Conference on Image Processing, 2010

Middle-Level Representation for Human Activities Recognition: The Role of Spatio-Temporal Relationships.

Fei Yuan, Véronique Prinet, Junsong Yuan

Proceedings of the Trends and Topics in Computer Vision, 2010

Saliency Density Maximization for Object Detection and Localization.

Ye Luo, Junsong Yuan, Ping Xue, Qi Tian

Proceedings of the Computer Vision - ACCV 2010, 2010

2009

Mining Repetitive Patterns in Multimedia Data.

Junsong Yuan

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Speeding up spatio-temporal sliding-window search for efficient event detection in crowded videos.

Junsong Yuan, Zicheng Liu, Ying Wu, Zhengyou Zhang

Proceedings of the 1st ACM international workshop on Events in multimedia, 2009

Multimodal partial estimates fusion.

Jiang Xu, Junsong Yuan, Ying Wu

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Discriminative subvolume search for efficient action detection.

Junsong Yuan, Zicheng Liu, Ying Wu

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Multimedia Data Indexing.

Zhu Li, Yun Fu, Junsong Yuan, Ying Wu, Aggelos K. Katsaggelos, Thomas S. Huang

Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009

2008

Mining Recurring Events Through Forest Growing.

Junsong Yuan, Jingjing Meng, Ying Wu, Jiebo Luo

IEEE Trans. Circuits Syst. Video Technol., 2008

Locality Versus Globality: Query-Driven Localized Linear Models for Facial Image Computing.

Yun Fu, Zhu Li, Junsong Yuan, Ying Wu, Thomas S. Huang

IEEE Trans. Circuits Syst. Video Technol., 2008

Mining GPS traces and visual words for event classification.

Junsong Yuan, Jiebo Luo, Henry A. Kautz, Ying Wu

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Mining Motifs from Human Motion.

Jingjing Meng, Junsong Yuan, Mat Hans, Ying Wu

Proceedings of the 29th Annual Conference of the European Association for Computer Graphics, 2008

Context-aware clustering.

Junsong Yuan, Ying Wu

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Mining compositional features for boosting.

Junsong Yuan, Jiebo Luo, Ying Wu

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Mining repetitive clips through finding continuous paths.

Junsong Yuan, Wei Wang, Jingjing Meng, Ying Wu, Dongge Li

Proceedings of the 15th International Conference on Multimedia 2007, 2007

From frequent itemsets to semantically meaningful visual patterns.

Junsong Yuan, Ying Wu, Ming Yang

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Query Driven Localized Linear Discriminant Models for Head Pose Estimation.

Zhu Li, Yun Fu, Junsong Yuan, Thomas S. Huang, Ying Wu

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Common Spatial Pattern Discovery by Efficient Candidate Pruning.

Junsong Yuan, Zhu Li, Yun Fu, Ying Wu, Thomas S. Huang

Proceedings of the International Conference on Image Processing, 2007

Query-Driven Locally Adaptive Fisher Faces and Expert-Model for Face Recognition.

Yun Fu, Junsong Yuan, Zhu Li, Thomas S. Huang, Ying Wu

Proceedings of the International Conference on Image Processing, 2007

Spatial Random Partition for Common Visual Pattern Discovery.

Junsong Yuan, Ying Wu

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Discovery of Collocation Patterns: from Visual Words to Visual Phrases.

Junsong Yuan, Ying Wu, Ming Yang

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Spatial selection for attentional visual tracking.

Ming Yang, Junsong Yuan, Ying Wu

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2004

Fast and Robust Short Video Clip Search for Copy Detection.

Junsong Yuan, Ling-Yu Duan, Qi Tian, Surendra Ranganath, Changsheng Xu

Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Fast and robust video clip search using index structure.

Ling-Yu Duan, Junsong Yuan, Qi Tian, Changsheng Xu

Proceedings of the 12th ACM International Conference on Multimedia, 2004

Fast and robust short video clip search using an index structure.

Junsong Yuan, Ling-Yu Duan, Qi Tian, Changsheng Xu

Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Fast and Robust Search Method for Short Video Clips from Large Video Collection.

Junsong Yuan, Qi Tian, Surendra Ranganath

Proceedings of the 17th International Conference on Pattern Recognition, 2004