Ming-Ching Chang

J. Intell. Manuf., March, 2024

Addressing Long-Tail Noisy Label Learning Problems: a Two-Stage Solution with Label Refurbishment Considering Label Rarity.

[BibT_eX]

[DOI]

CoRR, 2024

A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

Improving Limited Supervised Foot Ulcer Segmentation Using Cross-Domain Augmentation.

[BibT_eX]

[DOI]

CoRR, 2024

A New Benchmark and Model for Challenging Image Manipulation Detection.

[BibT_eX]

[DOI]

Zhenfei Zhang

Mingyang Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Scale-Aware Crowd Count Network with Annotation Error Correction.

[BibT_eX]

[DOI]

CoRR, 2023

MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild.

[BibT_eX]

[DOI]

CoRR, 2023

Two-Stage Dual Augmentation with CLIP for Improved Text-to-Sketch Synthesis.

[BibT_eX]

[DOI]

Zhenfei Zhang

Proceedings of the 6th IEEE International Conference on Multimedia Information Processing and Retrieval, 2023

Region-aware Photo Assurance System for Image Authentication.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Multimedia Information Processing and Retrieval, 2023

Transformer Based Image-Text Consistency Analysis for Infographic Articles.

[BibT_eX]

[DOI]

Yuwei Chen

Proceedings of the 6th IEEE International Conference on Multimedia Information Processing and Retrieval, 2023

Fisheye Multiple Object Tracking by Learning Distortions Without Dewarping.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

An Efficient CKKS-FHEW/TFHE Hybrid Encrypted Inference Framework.

[BibT_eX]

[DOI]

Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

GAN-Generated Faces Detection: A Survey and New Perspectives.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

PRB-FPN+: Video Analytics for Enforcing Motorcycle Helmet Laws.

[BibT_eX]

[DOI]

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

Video Analytics for Detecting Motorcyclist Helmet Rule Violations.

[BibT_eX]

[DOI]

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

The 7th AI City Challenge.

[BibT_eX]

[DOI]

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

FishEye8K: A Benchmark and Dataset for Fisheye Camera Object Detection.

[BibT_eX]

[DOI]

Munkhjargal Gochoo

Munkh-Erdene Otgonbold

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

2022

DetPoseNet: Improving Multi-Person Pose Estimation via Coarse-Pose Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Simultaneous multi-person tracking and activity recognition based on cohesive cluster search.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2022

SMILEtrack: SiMIlarity LEarning for Multiple Object Tracking.

[BibT_eX]

[DOI]

CoRR, 2022

Scale-Aware Crowd Counting Using a Joint Likelihood Density Map and Synthetic Fusion Pyramid Network.

[BibT_eX]

[DOI]

CoRR, 2022

FedDig: Robust Federated Learning Using Data Digest to Represent Absent Clients.

[BibT_eX]

[DOI]

Chih-Fan Hsu

Wei-Chao Chen

CoRR, 2022

NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight Semantic Segmentation.

[BibT_eX]

[DOI]

Yi-Chun Wang

Jun-Wei Hsieh

CoRR, 2022

Robust Attentive Deep Neural Network for Detecting GAN-Generated Faces.

[BibT_eX]

[DOI]

IEEE Access, 2022

FedTrust: Towards Building Secure Robust and Trustworthy Moderators for Federated Learning.

[BibT_eX]

[DOI]

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

A Robust Collaborative Learning Framework Using Data Digests and Synonyms to Represent Absent Clients.

[BibT_eX]

[DOI]

Chih-Fan Hsu

Wei-Chao Chen

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

Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces.

[BibT_eX]

[DOI]

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

Towards Multimodal Semantic Consistency Analysis of Long Form Articles.

[BibT_eX]

[DOI]

Yuwei Chen

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

Lightning YOLOv4 for a Surface Defect Detection System for Sawn Lumber.

[BibT_eX]

[DOI]

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

On Multimodal Semantic Consistency Detection of News Articles with Image Caption Pairs.

[BibT_eX]

[DOI]

Yuwei Chen

Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2022

Improving Class Activation Map for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

Zhenfei Zhang

Archana Venkatachalapathy

Tien D. Bui

Proceedings of the IEEE International Conference on Acoustics, 2022

Text-Image De-Contextualization Detection Using Vision-Language Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Eyes Tell All: Irregular Pupil Shapes Reveal GAN-Generated Faces.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Vocbench: A Neural Vocoder Benchmark for Speech Synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Instance Contour Adjustment via Structure-Driven CNN.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

The 6th AI City Challenge.

[BibT_eX]

[DOI]

Mohammed Shaiqur Rahman

Alice Li

Shangru Li

Rama Chellappa

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

PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems.

[BibT_eX]

[DOI]

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

2021

Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Fast Online Video Pose Estimation by Dynamic Bayesian Modeling of Mode Transitions.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

A Video Analytic In-Class Student Concentration Monitoring System.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., 2021

TransRPN: Towards the Transferable Adversarial Perturbations using Region Proposal Networks and Beyond.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2021

Robust Attentive Deep Neural Network for Exposing GAN-generated Faces.

[BibT_eX]

[DOI]

CoRR, 2021

MS-DARTS: Mean-Shift Based Differentiable Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2021

The 5th AI City Challenge.

[BibT_eX]

[DOI]

CoRR, 2021

The 5th AI City Challenge.

[BibT_eX]

[DOI]

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

Multi-Camera Tracking by Candidate Intersection Ratio Tracklet Matching.

[BibT_eX]

[DOI]

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

Learnable Discrete Wavelet Pooling (LDW-Pooling) for Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Multi-Teacher Single-Student Visual Transformer with Multi-Level Attention for Face Spoofing Detection.

[BibT_eX]

[DOI]

Arpita Samanta Santra

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

A Video Analytic System for Rail Crossing Point Protection.

[BibT_eX]

[DOI]

Guangliang Zhao

Abhineet Kumar Pandey

Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

FlagDetSeg: Multi-Nation Flag Detection and Segmentation in the Wild.

[BibT_eX]

[DOI]

Abhineet Kumar Pandey

Po-Chi Su

Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

The 2020 Low-Power Computer Vision Challenge.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020

UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2020

Explainable and Efficient Sequential Correlation Network for 3D Single Person Concurrent Activity Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Driver License Field Detection Using Real-Time Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

Drone-Based Vehicle Flow Estimation and its Application to Traffic Conflict Hotspot Detection at Intersections.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Railcar Detection, Identification and Tracking for Rail Yard Management.

[BibT_eX]

[DOI]

Guangliang Zhao

Abhineet Kumar Pandey

Andrew Pulver

Proceedings of the IEEE International Conference on Image Processing, 2020

Modeling Latent Comorbidity for Health Risk Prediction Using Graph Convolutional Network.

[BibT_eX]

[DOI]

Rui Wang

Marleen Radigan

Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

The 4th AI City Challenge.

[BibT_eX]

[DOI]

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

AI City Challenge 2020 - Computer Vision for Smart Transportation Applications.

[BibT_eX]

[DOI]

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

MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

3D Single-Person Concurrent Activity Detection Using Stacked Relation Network.

[BibT_eX]

[DOI]

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

2019

Efficient algorithms for graph regularized PLSA for probabilistic topic modeling.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Occupancy Sensing and Activity Recognition with Cameras and Wireless Sensors.

[BibT_eX]

[DOI]

Yang Zhao

Proceedings of the 2nd Workshop on Data Acquisition To Analysis, 2019

Deep intelligent network for device-free people tracking: WIP abstract.

[BibT_eX]

[DOI]

Yang Zhao

Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, 2019

The 2019 AI City Challenge.

[BibT_eX]

[DOI]

Tingting Huang

Jenq-Neng Hwang

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

AI City Challenge 2019 - City-Scale Video Analytics for Smart Transportation.

[BibT_eX]

[DOI]

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

Exploring the Vulnerability of Single Shot Module in Object Detectors via Imperceptible Background Patches.

[BibT_eX]

[DOI]

Proceedings of the 30th British Machine Vision Conference 2019, 2019

Graph-to-Graph Energy Minimization for Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018

Multimodal Sensor System for Pressure Ulcer Wound Assessment and Care.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2018

Who did What at Where and When: Simultaneous Multi-Person Tracking and Activity Recognition.

[BibT_eX]

[DOI]

Wenbo Li

CoRR, 2018

In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking.

[BibT_eX]

[DOI]

Yuezun Li

CoRR, 2018

In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking.

[BibT_eX]

[DOI]

Yuezun Li

Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018

Explain Black-box Image Classifications Using Superpixel-based Interpretation.

[BibT_eX]

[DOI]

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

Multi-Scale Supervised Network for Human Pose Estimation.

[BibT_eX]

[DOI]

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

Multi-Scale Structure-Aware Network for Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

The 2018 NVIDIA AI City Challenge.

[BibT_eX]

[DOI]

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

Video Analytics in Smart Transportation for the AIC'18 Challenge.

[BibT_eX]

[DOI]

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

Robust Adversarial Perturbation on Deep Proposal-based Models.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

Pixel Offset Regression (POR) for Single-shot Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017

Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2017

Street object detection / tracking for AI city traffic analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE SmartWorld, 2017

The NVIDIA AI City Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE SmartWorld, 2017

Hybrid structure hypergraph for online deformable object tracking.

[BibT_eX]

[DOI]

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

Cloud tracking for solar irradiance prediction.

[BibT_eX]

[DOI]

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

In-bed patient motion and pose analysis using depth videos for pressure ulcer prevention.

[BibT_eX]

[DOI]

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

Adaptive RNN Tree for Large-Scale Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016

Crowd analytics via one shot learning and agent based inference.

[BibT_eX]

[DOI]

Tao Gao

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Efficient large-scale photometric reconstruction using Divide-Recon-Fuse 3D Structure from Motion.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

Co-Regularized PLSA for Multi-Modal Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

DETRAC: A New Benchmark and Protocol for Multi-Object Tracking.

[BibT_eX]

[DOI]

CoRR, 2015

Seeing as it happens: Real time 3D video event visualization.

[BibT_eX]

[DOI]

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

Bridging computer vision and social science: A multi-camera vision system for social interaction training analysis.

[BibT_eX]

[DOI]

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

Modeling transition patterns between events for temporal human action segmentation and classification.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

A live video analytic system for affect analysis in public space.

[BibT_eX]

[DOI]

Jixu Chen

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Fast Online Upper Body Pose Estimation from Video.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2015, 2015

2012

Group context learning for event recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Spatio-Temporal Phrases for Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Measuring 3D shape similarity by graph-based matching of the medial scaffolds.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2011

Tracking gaze direction from far-field surveillance cameras.

[BibT_eX]

[DOI]

Karthik Sankaranarayanan

Nils Krahnstoever

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Automated determination of arterial input function for DCE-MRI of the prostate.

[BibT_eX]

[DOI]

Yingxuan Zhu

Sandeep Gupta

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Probabilistic group-level motion analysis and scenario recognition.

[BibT_eX]

[DOI]

Nils Krahnstoever

Weina Ge

Proceedings of the IEEE International Conference on Computer Vision, 2011

Gaze and body pose estimation from a distance.

[BibT_eX]

[DOI]

Nils Krahnstoever

Weina Ge

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010

A General Approach to Model Biomedical Data from 3D Unorganised Point Clouds with Medial Scaffolds.

[BibT_eX]

[DOI]

Proceedings of the Eurographics Workshop on Visual Computing for Biomedicine, 2010

A skull stripping method using deformable surface and tissue classification.

[BibT_eX]

[DOI]

Xiaodong Tao

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Reliable fusion of knee bone laser scans to establish ground truth for cartilage thickness measurement.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Subvoxel segmentation and representation of brain cortex using fuzzy clustering and gradient vector diffusion.

[BibT_eX]

[DOI]

Xiaodong Tao

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Group Level Activity Recognition in Crowded Environments across Multiple Cameras.

[BibT_eX]

[DOI]

Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009

Surface reconstruction from point clouds by transforming the medial scaffold.

[BibT_eX]

[DOI]

Frederic F. Leymarie

Comput. Vis. Image Underst., 2009

Measuring 3D shape similarity by matching the medial scaffolds.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2008

Regularizing 3D medial axis using medial scaffold transforms.

[BibT_eX]

[DOI]

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

2004

3D Shape Registration using Regularized Medial Scaffolds.

[BibT_eX]

[DOI]

Frederic F. Leymarie

Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

2001

Fast Search Algorithms for Industrial Inspection.

[BibT_eX]

[DOI]

Chiou-Shann Fuh

Hsien-Yei Chen

Int. J. Pattern Recognit. Artif. Intell., 2001

1998

Fast Search Algorithms for IC Printed Mark Quality Inspection.

[BibT_eX]

[DOI]