Jianchao Yang

According to our database, Jianchao Yang authored at least 136 papers between 2008 and 2024.

Collaborative distances:

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

2024

Efficient Long-Time Coherent Integration and Detection Algorithm for Radar High-Speed Target Based on the Azimuth Resampling Technology.

Wenchao Yu, Xingyu Lu, Weimin Su, Hong Gu, Jianchao Yang

IEEE Trans. Aerosp. Electron. Syst., February, 2024

2023

Real Aperture Radar Super-Resolution Imaging for Sea Surface Monitoring Based on a Hybrid Model.

Ke Tan, Shengqi Zhou, Xingyu Lu, Jianchao Yang, Weimin Su, Hong Gu

Sensors, December, 2023

Maneuvering target detection method based on Keystone transform and Radon local mapping sparse-modified Lv's Distribution.

Wenchao Yu, Weimin Su, Hong Gu, Jianchao Yang, Xingyu Lu

Signal Image Video Process., 2023

Releasing the Potential of Tensor Core for Unstructured SpMM using Tiled-CSR Format.

Zeyu Xue, Mei Wen, Zhaoyun Chen, Yang Shi, Minjin Tang, Jianchao Yang, Zhongdi Luo

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

2022

Accurate SAR Image Recovery From RFI Contaminated Raw Data by Using Image Domain Mixed Regularizations.

Xingyu Lu, Jianchao Yang, Tat Soon Yeo, Weimin Su, Hong Gu, Wenchao Yu

IEEE Trans. Geosci. Remote. Sens., 2022

Complex migration correction and coherent integration algorithm for radar target with arbitrary moving direction.

Wenchao Yu, Xingyu Lu, Weimin Su, Hong Gu, Jianchao Yang

Digit. Signal Process., 2022

Mentha: Enabling Sparse-Packing Computation on Systolic Arrays.

Minjin Tang, Mei Wen, Yasong Cao, Junzhong Shen, Jianchao Yang, Jiawei Fei, Yang Guo, Sheng Liu

Proceedings of the 51st International Conference on Parallel Processing, 2022

BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays.

Jianchao Yang, Mei Wen, Junzhong Shen, Yasong Cao, Minjin Tang, Renyu Yang, Jiawei Fei, Chunyuan Zhang

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

Light: A Component Enhances Faster and More Accurate Traffic Measurement^*.

Jianchao Yang, Mei Wen, Xiaolei Zhao, Yang Shi

Proceedings of the IEEE International Conference on Communications, 2022

MZ Core: An Enhanced Matrix Acceleration Engine for HPC/ AI Applications.

Yasong Cao, Mei Wen, Junzhong Shen, Sheng Liu, Zhi Wang, Minjin Tang, Yahao Fang, Jianchao Yang, Renyu Yang, Yuhan Kang, Jiawei Fei

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

Dressing in the Wild by Watching Dance Videos.

Xin Dong, Fuwei Zhao, Zhenyu Xie, Xijin Zhang, Daniel K. Du, Min Zheng, Xiang Long, Xiaodan Liang, Jianchao Yang

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

2021

EnlightenGAN: Deep Light Enhancement Without Paired Supervision.

Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

IEEE Trans. Image Process., 2021

Enhanced LRR-Based RFI Suppression for SAR Imaging Using the Common Sparsity of Range Profiles for Accurate Signal Recovery.

Xingyu Lu, Jianchao Yang, Wenchao Yu, Weimin Su, Hong Gu, Tat Soon Yeo

IEEE Trans. Geosci. Remote. Sens., 2021

A Novel Bayesian Super-Resolution Method for Radar Forward-Looking Imaging Based on Markov Random Field Model.

Ke Tan, Xingyu Lu, Jianchao Yang, Weimin Su, Hong Gu

Remote. Sens., 2021

One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning.

Chaosheng Dong, Xiaojie Jin, Weihao Gao, Yijia Wang, Hongyi Zhang, Xiang Wu, Jianchao Yang, Xiaobing Liu

CoRR, 2021

Autofocus Method for Sparse Aperture ISAR Based on L0 Norm and NLTV Regularization.

Jianchao Yang, Xingyu Lu, Zheng Dai, Ke Tan, Wenchao Yu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Super-Resolution Imaging Method for Real-Aperture Scanning Radar Based on MRF Prior Model.

Ke Tan, Jianchao Yang, Xingyu Lu, Weiming Su, Hong Gu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Online Multi-Granularity Distillation for GAN Compression.

Yuxi Ren, Jie Wu, Xuefeng Xiao, Jianchao Yang

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

SAI: Self-Adjusting Incremental Quantile Estimation for Sparse Training of Neural Networks on Hardware Accelerators.

Jianchao Yang, Mei Wen, Minjin Tang, Junzhong Shen, Chunyuan Zhang

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

2020

Weak maneuvering target detection in random pulse repetition interval radar.

Wenchao Yu, Weimin Su, Hong Gu, Jianchao Yang, Xingyu Lu

Signal Process., 2020

An Efficient Method for Single-Channel SAR Target Reconstruction Under Severe Deceptive Jamming.

Xingyu Lu, Yujiu Zhao, Jianchao Yang, Weimin Su, Hong Gu, Tat Soon Yeo

IEEE Geosci. Remote. Sens. Lett., 2020

Emergency patient flow forecasting in the radiology department.

Yumeng Zhang, Li Luo, Fengyi Zhang, Ruixiao Kong, Jianchao Yang, Ya-bing Feng, Huili Guo

Health Informatics J., 2020

Neural Epitome Search for Architecture-Agnostic Network Compression.

Daquan Zhou, Xiaojie Jin, Qibin Hou, Kaixin Wang, Jianchao Yang, Jiashi Feng

Proceedings of the 8th International Conference on Learning Representations, 2020

AtomNAS: Fine-Grained End-to-End Neural Architecture Search.

Jieru Mei, Yingwei Li, Xiaochen Lian, Xiaojie Jin, Linjie Yang, Alan L. Yuille, Jianchao Yang

Proceedings of the 8th International Conference on Learning Representations, 2020

A Joint Algorithm for Carrier Phase and Timing Synchronization in Non-binary LDPC Coded CPM Systems.

Xiaolin Liu, Yong Liu, Rui Xu, Jianchao Yang

Proceedings of the ICDSP 2020: 4th International Conference on Digital Signal Processing, 2020

Human Motion Transfer from Poses in the Wild.

Jian Ren, Menglei Chai, Sergey Tulyakov, Chen Fang, Xiaohui Shen, Jianchao Yang

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

Action Recognition With Spatio-Temporal Visual Attention on Skeleton Image Sequences.

Zhengyuan Yang, Yuncheng Li, Jianchao Yang, Jiebo Luo

IEEE Trans. Circuits Syst. Video Technol., 2019

Focusing Bistatic Forward-Looking Synthetic Aperture Radar Based on an Improved Hyperbolic Range Model and a Modified Omega-K Algorithm.

Chenchen Wang, Weimin Su, Hong Gu, Jianchao Yang

Sensors, 2019

A hybrid ARIMA-SVR approach for forecasting emergency patient flow.

Yumeng Zhang, Li Luo, Jianchao Yang, Dunhu Liu, Ruixiao Kong, Ya-bing Feng

J. Ambient Intell. Humaniz. Comput., 2019

Fast implementation of ground maneuvering target focusing.

Wenchao Yu, Weimin Su, Hong Gu, Jianchao Yang, Xingyu Lu

Digit. Signal Process., 2019

Deep Model Compression via Filter Auto-sampling.

Daquan Zhou, Xiaojie Jin, Kaixin Wang, Jianchao Yang, Jiashi Feng

CoRR, 2019

Bilevel mixed-integer nonlinear programming for integrated scheduling in a supply chain network.

Jianchao Yang, Feng Guo, Li Luo, Xiaoming Ye

Clust. Comput., 2019

Slimmable Neural Networks.

Jiahui Yu, Linjie Yang, Ning Xu, Jianchao Yang, Thomas S. Huang

Proceedings of the 7th International Conference on Learning Representations, 2019

EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch.

Jian Ren, Zhe Li, Jianchao Yang, Ning Xu, Tianbao Yang, David J. Foran

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

2018

Radio Frequency Interference Suppression for SAR via Block Sparse Bayesian Learning.

Xingyu Lu, Weimin Su, Jianchao Yang, Hong Gu, Hailong Zhang, Wenchao Yu, Tat Soon Yeo

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Proposal-Free Network for Instance-Level Object Segmentation.

Xiaodan Liang, Liang Lin, Yunchao Wei, Xiaohui Shen, Jianchao Yang, Shuicheng Yan

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Local patch encoding-based method for single image super-resolution.

Yang Zhao, Ronggang Wang, Wei Jia, Jianchao Yang, Wenmin Wang, Wen Gao

Inf. Sci., 2018

Subspace Learning by ℓ⁰-Induced Sparsity.

Yingzhen Yang, Jiashi Feng, Nebojsa Jojic, Jianchao Yang, Thomas S. Huang

Int. J. Comput. Vis., 2018

YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark.

Ning Xu, Linjie Yang, Yuchen Fan, Dingcheng Yue, Yuchen Liang, Jianchao Yang, Thomas S. Huang

CoRR, 2018

Wide Activation for Efficient and Accurate Image Super-Resolution.

Jiahui Yu, Yuchen Fan, Jianchao Yang, Ning Xu, Zhaowen Wang, Xinchao Wang, Thomas S. Huang

CoRR, 2018

EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching.

Jian Ren, Zhe Li, Jianchao Yang, Ning Xu, Tianbao Yang, David J. Foran

CoRR, 2018

Factorized Adversarial Networks for Unsupervised Domain Adaptation.

Jian Ren, Jianchao Yang, Ning Xu, David J. Foran

CoRR, 2018

Learning 3D-FilterMap for Deep Convolutional Neural Networks.

Yingzhen Yang, Jianchao Yang, Ning Xu, Wei Han

CoRR, 2018

Action Recognition with Visual Attention on Skeleton Images.

Zhengyuan Yang, Yuncheng Li, Jianchao Yang, Jiebo Luo

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

WSNet: Compact and Efficient Networks Through Weight Sampling.

Xiaojie Jin, Yingzhen Yang, Ning Xu, Jianchao Yang, Nebojsa Jojic, Jiashi Feng, Shuicheng Yan

Proceedings of the 35th International Conference on Machine Learning, 2018

3D-FilterMap: A Compact Architecture for Deep Convolutional Neural Networks.

Yingzhen Yang, Jianchao Yang, Ning Xu, Wei Han, Nebojsa Jojic, Thomas S. Huang

Proceedings of the 6th International Conference on Learning Representations, 2018

A Hybrid Neural Network for Chroma Intra Prediction.

Yue Li, Li Li, Zhu Li, Jianchao Yang, Ning Xu, Dong Liu, Houqiang Li

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

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation.

Ning Xu, Linjie Yang, Yuchen Fan, Jianchao Yang, Dingcheng Yue, Yuchen Liang, Brian L. Price, Scott Cohen, Thomas S. Huang

Proceedings of the Computer Vision - ECCV 2018, 2018

Efficient Video Object Segmentation via Network Modulation.

Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos

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

2017

Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution.

Wenhan Yang, Jiashi Feng, Jianchao Yang, Fang Zhao, Jiaying Liu, Zongming Guo, Shuicheng Yan

IEEE Trans. Image Process., 2017

Human Parsing with Contextualized Convolutional Neural Network.

Xiaodan Liang, Chunyan Xu, Xiaohui Shen, Jianchao Yang, Jinhui Tang, Liang Lin, Shuicheng Yan

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Learning to Segment Human by Watching YouTube.

Xiaodan Liang, Yunchao Wei, Liang Lin, Yunpeng Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan

IEEE Trans. Pattern Anal. Mach. Intell., 2017

WSNet: Compact and Efficient Networks with Weight Sampling.

Xiaojie Jin, Yingzhen Yang, Ning Xu, Jianchao Yang, Jiashi Feng, Shuicheng Yan

CoRR, 2017

On the Suboptimality of Proximal Gradient Descent for $\ell^{0}$ Sparse Approximation.

Yingzhen Yang, Jiashi Feng, Nebojsa Jojic, Jianchao Yang, Thomas S. Huang

CoRR, 2017

Local Patch Classification Based Framework for Single Image Super-Resolution.

Yang Zhao, Ronggang Wang, Wei Jia, Jianchao Yang, Wenmin Wang, Wen Gao

CoRR, 2017

GUN: Gradual Upsampling Network for single image super-resolution.

Yang Zhao, Ronggang Wang, Weisheng Dong, Wei Jia, Jianchao Yang, Xiaoping Liu, Wen Gao

CoRR, 2017

Learning from Noisy Labels with Distillation.

Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo, Jia Li

CoRR, 2017

Neighborhood Regularized l^1-Graph.

Yingzhen Yang, Jiashi Feng, Jiahui Yu, Jianchao Yang, Thomas S. Huang

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

First International ACM Thematic Workshops 2017.

Wanmin Wu, Jianchao Yang, Qi Tian, Roger Zimmermann

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Support Regularized Sparse Coding and Its Fast Encoder.

Yingzhen Yang, Jiahui Yu, Pushmeet Kohli, Jianchao Yang, Thomas S. Huang

Proceedings of the 5th International Conference on Learning Representations, 2017

Learning from Noisy Labels with Distillation.

Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo, Li-Jia Li

Proceedings of the IEEE International Conference on Computer Vision, 2017

Dense Captioning with Joint Inference and Visual Context.

Linjie Yang, Kevin D. Tang, Jianchao Yang, Li-Jia Li

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

Robust emotion recognition from low quality and low bit rate video: A deep learning approach.

Bowen Cheng, Zhangyang Wang, Zhaobin Zhang, Zhu Li, Ding Liu, Jianchao Yang, Shuai Huang, Thomas S. Huang

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016

Robust Single Image Super-Resolution via Deep Networks With Sparse Prior.

Ding Liu, Zhaowen Wang, Bihan Wen, Jianchao Yang, Wei Han, Thomas S. Huang

IEEE Trans. Image Process., 2016

Parsing Based on Parselets: A Unified Deformable Mixture Model for Human Parsing.

Jian Dong, Qiang Chen, ZhongYang Huang, Jianchao Yang, Shuicheng Yan

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Cross-modality Consistent Regression for Joint Visual-Textual Sentiment Analysis of Social Multimedia.

Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Customized expression recognition for performance-driven cutout character animation.

Xiang Yu, Jianchao Yang, Linjie Luo, Wilmot Li, Jonathan Brandt, Dimitris N. Metaxas

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

ℓ ^0 ℓ 0 -Sparse Subspace Clustering.

Yingzhen Yang, Jiashi Feng, Nebojsa Jojic, Jianchao Yang, Thomas S. Huang

Proceedings of the Computer Vision - ECCV 2016, 2016

Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark.

Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Rating Image Aesthetics Using Deep Learning.

Xin Lu, Zhe L. Lin, Hailin Jin, Jianchao Yang, James Z. Wang

IEEE Trans. Multim., 2015

Learning Super-Resolution Jointly From External and Internal Examples.

Zhangyang Wang, Yingzhen Yang, Zhaowen Wang, Shiyu Chang, Jianchao Yang, Thomas S. Huang

IEEE Trans. Image Process., 2015

Image-Specific Prior Adaptation for Denoising.

Xin Lu, Zhe Lin, Hailin Jin, Jianchao Yang, James Z. Wang

IEEE Trans. Image Process., 2015

Key Point Detection by Max Pooling for Tracking.

Xiaoyuan Yu, Jianchao Yang, Tianjiang Wang, Thomas S. Huang

IEEE Trans. Cybern., 2015

Subcategory-Aware Object Detection.

Xiaoyuan Yu, Jianchao Yang, Zhe L. Lin, Jiangping Wang, Tianjiang Wang, Thomas S. Huang

IEEE Signal Process. Lett., 2015

Deep Human Parsing with Active Template Regression.

Xiaodan Liang, Si Liu, Xiaohui Shen, Jianchao Yang, Luoqi Liu, Jian Dong, Liang Lin, Shuicheng Yan

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Learning ℓ⁰-Graph for Data Clustering.

Yingzhen Yang, Jiashi Feng, Jianchao Yang, Thomas S. Huang

CoRR, 2015

Real-World Font Recognition Using Deep Network and Domain Adaptation.

Zhangyang Wang, Jianchao Yang, Hailin Jin, Eli Shechtman, Aseem Agarwala, Jonathan Brandt, Thomas S. Huang

Proceedings of the 3rd International Conference on Learning Representations, 2015

Deeply Improved Sparse Coding for Image Super-Resolution.

Zhaowen Wang, Ding Liu, Jianchao Yang, Wei Han, Thomas S. Huang

CoRR, 2015

Scalable Similarity Learning Using Large Margin Neighborhood Embedding.

Zhaowen Wang, Jianchao Yang, Zhe L. Lin, Jonathan Brandt, Shiyu Chang, Thomas S. Huang

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

Selective Pooling Vector for Fine-Grained Recognition.

Guang Chen, Jianchao Yang, Hailin Jin, Eli Shechtman, Jonathan Brandt, Tony X. Han

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

Designing a composite dictionary adaptively from joint examples.

Zhangyang Wang, Yingzhen Yang, Jianchao Yang, Thomas S. Huang

Proceedings of the 2015 Visual Communications and Image Processing, 2015

Joint Visual-Textual Sentiment Analysis with Deep Neural Networks.

Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang

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

DeepFont: Identify Your Font from An Image.

Zhangyang Wang, Jianchao Yang, Hailin Jin, Eli Shechtman, Aseem Agarwala, Jonathan Brandt, Thomas S. Huang

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

DeepFont: A System for Font Recognition and Similarity.

Zhangyang Wang, Jianchao Yang, Hailin Jin, Jonathan Brandt, Eli Shechtman, Aseem Agarwala, Zhaowen Wang, Yuyan Song, Joseph Hsieh, Sarah Kong, Thomas S. Huang

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

Deep Networks for Image Super-Resolution with Sparse Prior.

Zhaowen Wang, Ding Liu, Jianchao Yang, Wei Han, Thomas S. Huang

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

Human Parsing with Contextualized Convolutional Neural Network.

Xiaodan Liang, Chunyan Xu, Xiaohui Shen, Jianchao Yang, Si Liu, Jinhui Tang, Liang Lin, Shuicheng Yan

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

Intra-frame deblurring by leveraging inter-frame camera motion.

Haichao Zhang, Jianchao Yang

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

Self-tuned deep super resolution.

Zhangyang Wang, Yingzhen Yang, Zhaowen Wang, Shiyu Chang, Wei Han, Jianchao Yang, Thomas S. Huang

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

Matching-CNN meets KNN: Quasi-parametric human parsing.

Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan

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

Fine-grained recognition without part annotations.

Jonathan Krause, Hailin Jin, Jianchao Yang, Li Fei-Fei

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

Collaborative feature learning from social media.

Chen Fang, Hailin Jin, Jianchao Yang, Zhe Lin

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

Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks.

Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Sparse Coding and its Applications in Computer Vision

Zhaowen Wang, Jianchao Yang, Haichao Zhang, Zhangyang Wang, Yingzhen Yang, Ding Liu, Thomas S. Huang

WorldScientific, ISBN: 9789814725064, 2015

2014

Supervised super-vector encoding for facial expression recognition.

Usman Tariq, Jianchao Yang, Thomas S. Huang

Pattern Recognit. Lett., 2014

GPU Asynchronous Stochastic Gradient Descent to Speed Up Neural Network Training.

Thomas Paine, Hailin Jin, Jianchao Yang, Zhe Lin, Thomas S. Huang

Proceedings of the 2nd International Conference on Learning Representations, 2014

A joint perspective towards image super-resolution: Unifying external- and self-examples.

Zhangyang Wang, Zhaowen Wang, Shiyu Chang, Jianchao Yang, Thomas S. Huang

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Scale Adaptive Blind Deblurring.

Haichao Zhang, Jianchao Yang

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

RAPID: Rating Pictorial Aesthetics using Deep Learning.

Xin Lu, Zhe Lin, Hailin Jin, Jianchao Yang, James Z. Wang

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

Non-local compressive sampling recovery.

Xianbiao Shu, Jianchao Yang, Narendra Ahuja

Proceedings of the 2014 IEEE International Conference on Computational Photography, 2014

Epitomic image colorization.

Yingzhen Yang, Xinqi Chu, Tian-Tsong Ng, Alex Yong Sang Chia, Jianchao Yang, Hailin Jin, Thomas S. Huang

Proceedings of the IEEE International Conference on Acoustics, 2014

Investigating Haze-Relevant Features in a Learning Framework for Image Dehazing.

Ketan Tang, Jianchao Yang, Jue Wang

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

Towards Unified Human Parsing and Pose Estimation.

Jian Dong, Qiang Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan

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

Large-Scale Visual Font Recognition.

Guang Chen, Jianchao Yang, Hailin Jin, Jonathan Brandt, Eli Shechtman, Aseem Agarwala, Tony X. Han

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

Regularized l1-Graph for Data Clustering.

Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiawei Han, Thomas S. Huang

Proceedings of the British Machine Vision Conference, 2014

Data Clustering by Laplacian Regularized L1-Graph.

Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiangping Wang, Shiyu Chang, Thomas S. Huang

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Image and Video Restorations via Nonlocal Kernel Regression.

Haichao Zhang, Jianchao Yang, Yanning Zhang, Thomas S. Huang

IEEE Trans. Cybern., 2013

Opportunistic sensing for object recognition - A unified formulation for dynamic sensor selection and feature extraction.

Zhaowen Wang, Jianchao Yang, Nasser M. Nasrabadi, Jiangping Wang, Thomas S. Huang

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

A Max-Margin Perspective on Sparse Representation-Based Classification.

Zhaowen Wang, Jianchao Yang, Nasser M. Nasrabadi, Thomas S. Huang

Proceedings of the IEEE International Conference on Computer Vision, 2013

Probabilistic Elastic Part Model for Unsupervised Face Detector Adaptation.

Haoxiang Li, Gang Hua, Zhe Lin, Jonathan Brandt, Jianchao Yang

Proceedings of the IEEE International Conference on Computer Vision, 2013

Text Localization in Natural Images Using Stroke Feature Transform and Text Covariance Descriptors.

Weilin Huang, Zhe Lin, Jianchao Yang, Jue Wang

Proceedings of the IEEE International Conference on Computer Vision, 2013

Maximum margin GMM learning for facial expression recognition.

Usman Tariq, Jianchao Yang, Thomas S. Huang

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Fast Image Super-Resolution Based on In-Place Example Regression.

Jianchao Yang, Zhe Lin, Scott Cohen

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

Exemplar-Based Face Parsing.

Brandon M. Smith, Li Zhang, Jonathan Brandt, Zhe Lin, Jianchao Yang

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

Probabilistic Elastic Matching for Pose Variant Face Verification.

Haoxiang Li, Gang Hua, Zhe Lin, Jonathan Brandt, Jianchao Yang

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

2012

Photo Stream Alignment and Summarization for Collaborative Photo Collection and Sharing.

Jianchao Yang, Jiebo Luo, Jie Yu, Thomas S. Huang

IEEE Trans. Multim., 2012

Coupled Dictionary Training for Image Super-Resolution.

Jianchao Yang, Zhaowen Wang, Zhe Lin, Scott Cohen, Thomas S. Huang

IEEE Trans. Image Process., 2012

Pooling Robust Shift-Invariant Sparse Representations of Acoustic Signals.

Po-Sen Huang, Jianchao Yang, Mark Hasegawa-Johnson, Feng Liang, Thomas S. Huang

Proceedings of the INTERSPEECH 2012, 2012

Multi-view Facial Expression Recognition Analysis with Generic Sparse Coding Feature.

Usman Tariq, Jianchao Yang, Thomas S. Huang

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Bilevel sparse coding for coupled feature spaces.

Jianchao Yang, Zhaowen Wang, Zhe Lin, Xianbiao Shu, Thomas S. Huang

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

2011

Sparse modeling of high-dimensional data for learning and vision

Jianchao Yang

PhD thesis, 2011

Sparse representation based blind image deblurring.

Haichao Zhang, Jianchao Yang, Yanning Zhang, Thomas S. Huang

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

Learning the sparse representation for classification.

Jianchao Yang, Jiangping Wang, Thomas S. Huang

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

Multi-scale Non-Local Kernel Regression for super resolution.

Haichao Zhang, Jianchao Yang, Yanning Zhang, Thomas S. Huang

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

Close the loop: Joint blind image restoration and recognition with sparse representation prior.

Haichao Zhang, Jianchao Yang, Yanning Zhang, Nasser M. Nasrabadi, Thomas S. Huang

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Image Super-Resolution Via Sparse Representation.

Jianchao Yang, John Wright, Thomas S. Huang, Yi Ma

IEEE Trans. Image Process., 2010

Learning With ℓ¹-Graph for Image Analysis.

Bin Cheng, Jianchao Yang, Shuicheng Yan, Yun Fu, Thomas S. Huang

IEEE Trans. Image Process., 2010

Non-Local Kernel Regression for Image and Video Restoration.

Haichao Zhang, Jianchao Yang, Yanning Zhang, Thomas S. Huang

Proceedings of the Computer Vision, 2010

Efficient Highly Over-Complete Sparse Coding Using a Mixture Model.

Jianchao Yang, Kai Yu, Thomas S. Huang

Proceedings of the Computer Vision - ECCV 2010, 2010

Supervised translation-invariant sparse coding.

Jianchao Yang, Kai Yu, Thomas S. Huang

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Locality-constrained Linear Coding for image classification.

Jinjun Wang, Jianchao Yang, Kai Yu, Fengjun Lv, Thomas S. Huang, Yihong Gong

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Ubiquitously Supervised Subspace Learning.

Jianchao Yang, Shuicheng Yan, Thomas S. Huang

IEEE Trans. Image Process., 2009

Linear spatial pyramid matching using sparse coding for image classification.

Jianchao Yang, Kai Yu, Yihong Gong, Thomas S. Huang

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

2008

Surveillance Event Detection.

Mert Dikmen, Huazhong Ning, Dennis J. Lin, Liangliang Cao, Vuong Le, Shen-Fu Tsai, Kai-Hsiang Lin, Zhen Li, Jianchao Yang, Thomas S. Huang, Fengjun Lv, Wei Xu, Ming Yang, Kai Yu, Guangyu Zhu, Yihong Gong

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Face hallucination VIA sparse coding.

Jianchao Yang, Hao Tang, Yi Ma, Thomas S. Huang

Proceedings of the International Conference on Image Processing, 2008

Non-negative graph embedding.

Jianchao Yang, Shuicheng Yan, Yun Fu, Xuelong Li, Thomas S. Huang

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

Image super-resolution as sparse representation of raw image patches.

Jianchao Yang, John Wright, Thomas S. Huang, Yi Ma

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