PUBLICATIONS

2024

  1. AAAI
    A New Benchmark and Model for Challenging Image Manipulation Detection
    Zhenfei Zhang, Mingyang Li, and Ming-Ching Chang
    In AAAI, 2024

2023

  1. CVPRW
    The 7th AI City Challenge
    Milind Naphade, Shuo Wang, David C. Anastasiu, and 14 more authors
    In CVPR Workshop on AI City Challenge, 2023
  2. Inferring Colloidal Interaction from Scattering by Machine Learning
    C.-H. Tung, S.-Y. Chang, M.-C. Chang, and 4 more authors
    Elsevier Carbon Trends, 2023

2022

  1. The 6th AI City Challenge
    Milind Naphade, Shuo Wang, David C. Anastasiu, and 14 more authors
    In CVPR Workshop on AI City Challenge, 2022
  2. Mean-Shift Based Differentiable Architecture Search
    J.-W. Hsieh, C.-H. Chou, M.-C. Chang, and 3 more authors
    IEEE Trans. on Artificial Intelligence, 2022
  3. Semi-supervised Learning for Topographic Map Analysis Over Time: a Study of Bridge Segmentation
    C.-S. Wong, H.-M. Liao, R. T.-H. Tsai, and 1 more author
    Nature Scientific Report, 2022
  4. A Machine Learning Inversion Approach for Determining Effective Interaction Potential from Scattering
    Communications Physics - Nature, 2022
  5. Simultaneous Multi-Person Tracking and Activity Recognition based on Cohesive Cluster Search
    W. Li, Y. Wei, S. Lyu, and 1 more author
    Computer Vision and Image Understanding (CVIU), 2022
  6. DetPoseNet: Improve Multi-Person Pose Estimation via Coarse-Pose Filtering
    Lipeng Ke, Ming-Ching Chang, Honggang Qi, and 1 more author
    IEEE Transactions on Image Processing (TIP), 2022
  7. A Robust Collaborative Learning Framework Using Data Digests and Synonyms to Represent Absent Clients
    Chih-Fan Hsu, Ming-Ching Chang, and Wei-Chao Chen
    In IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), 2022
  8. FedTrust: Towards Building Secure Robust and Trustworthy Moderators for Federated Learning
    Chih-Fan Hsu, Jing-Lun Huang, Feng-Hao Liu, and 2 more authors
    In IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), 2022

2021

  1. A Video Analytic Student Concentration Monitoring System
    IEEE Transactions on Consumer Electronics, 2021
  2. Multi-Camera Tracking by Candidate Intersection Ratio Tracklet Matching
    Yun-Lun Li, Zhi-Yi Chin, Ming-Ching Chang, and 1 more author
    In CVPR Workshop on AI City Challenge, 2021
  3. The 5th AI City Challenge
    Milind Naphade, Shuo Wang, David C. Anastasiu, and 10 more authors
    In CVPR Workshop on AI City Challenge, 2021
  4. The 2020 Low-Power Computer Vision Challenge
    Xiao Hu, Ming-Ching Chang, Yuwei Chen, and 1 more author
    In IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2021
  5. Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection
    Ping-Yang Chen, Ming-Ching Chang, Jun-Wei Hsieh, and 1 more author
    IEEE Transactions on Image Processing (TIP), 2021

2020

  1. Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection
    Ping-Yang Chen, Ming-Ching Chang, Jun-Wei Hsieh, and 1 more author
    In arXiv: 2012.01724, 2020
  2. MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network
    Yi Wei, Zhe Gan, Wenbo Li, and 5 more authors
    In Asian Conference on Computer Vision (ACCV), 2020
  3. Explainable and Efficient Sequential Correlation Network for 3D Single Person Concurrent Activity Detection
    Yi Wei, Wenbo Li, Ming-Ching Chang, and 2 more authors
    In International Conference on Intelligent Robots and Systems (IROS), 2020
  4. Railcar Detection, Identification and Tracking for Rail Yard Management
    Ming-Ching Chang, Guangliang Zhao, Abhineet Kumar Pandey, and 2 more authors
    In IEEE International Conference on Image Processing (ICIP), 2020
  5. Drone-Based Vehicle Flow Estimation and its Application to Traffic Conflict Hotspot Detection at Intersections
    Ping-Yang Chen, Jun-Wei Hsieh, Munkhjargal Gochoo, and 3 more authors
    In IEEE International Conference on Image Processing (ICIP), 2020
  6. Multi-Pass YOLOv3 for Scooter License Plate Detection and Recognition
    Ming-Ching Chang, Jun-Wei Hsieh, Chun-Ming Tsai, and 1 more author
    In IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2020
  7. The 4th AI City Challenge
    Milind Naphade, Shuo Wang, David C. Anastasiu, and 7 more authors
    In CVPR Workshop on AI City Challenge, 2020
  8. AI City Challenge 2020 - Computer Vision for Smart Transportation Applications
    Ming-Ching Chang, Chen-Kuo Chiang, Chun-Ming Tsai, and 7 more authors
    In CVPR Workshop on AI City Challenge, 2020
  9. Driver License Field Detection Using Real-Time Deep Networks
    Chun-Ming Tsai, Jun-Wei Hsieh, Ming-Ching Chang, and 1 more author
    In International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE), 2020
  10. Modeling Latent Comorbidity for Health Risk Prediction Using Graph Convolutional Network
    Rui Wang, Ming-Ching Chang, and Marleen Radigan
    In FLAIR-33, 2020
  11. Deep Learning Based Super-Resolution for Small-Angle Neutron Scattering Data: Attempt to Accelerate Experimental Workflow
    Ming-Ching Chang, Yi Wei, Wei-Ren Chen, and 1 more author
    MRS Communications, 2020
  12. UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking
    Longyin Wen, Dawei Du, Zhaowei Cai, and 6 more authors
    CVIU, 2020
  13. 3D Single-Person Concurrent Activity Detection Using Stacked Relation Network
    Yi Wei, Wenbo Li, Yanbo Fan, and 3 more authors
    In AAAI, 2020

2019

  1. Occupancy Sensing and Activity Recognition with Camera and Wireless Sensors
    Yang Zhao, Peter Tu, and Ming-Ching Chang
    In 2nd Workshop on Data: Acquisition to Analysis, SenSys, 2019
  2. Graph-to-Graph Energy Minimization for Video Object Segmentation
    Yuezun Li, Longyin Wen, Ming-Ching Chang, and 1 more author
    In International Conference on Advanced Video and Signal-based Surveillance (AVSS), 2019
  3. Exploring the Vulnerability of Single Shot Module in Object Detectors via Imperceptible Background Patches
    Yuezun Li, Xiao Bian, Ming-Ching Chang, and 1 more author
    In British Machine Vision Conference (BMVC), 2019
  4. AI City Challenge 2019 – City-Scale Video Analytics for Smart Transportation
    Ming-Ching Chang, Jiayi Wei, Zheng-An Zhu, and 4 more authors
    In CVPRW, 2019
  5. The 2019 AI City Challenge
    Milind Naphade, Zheng Tang, Ming-Ching Chang, and 1 more author
    In CVPRW, 2019
  6. Deep Intelligent Network for Device-free People Tracking
    Yang Zhao, Ming-Ching Chang, and Peter Tu
    In Intentional Conference on Cyber-Physical Systems (ICCPS), 2019
  7. Efficient Algorithms for Graph Regularized PLSA
    Xin Wang, Ming-Ching Chang, and Siwei Lyu
    Pattern Recognition, Feb 2019
  8. Fast Online Video Pose Estimation by Dynamic Bayesian Modeling of Mode Transitions
    Ming-Ching Chang, Lipeng Ke, Honggang Qi, and 2 more authors
    IEEE Trans. On Cybernetics, 2019

2018

  1. Multi-Scale Supervised Network for Human Pose Estimation
    Lipeng Ke, Ming-Ching Chang, Honggong Qi, and 1 more author
    In IEEE ICIP, 2018
  2. Explain Black-box Image Classifications Using Superpixel-based Interpretation
    Yi Wei, Ming-Ching Chang, Yiming Ying, and 2 more authors
    In International Conference on Pattern Recognition (ICPR), 2018
  3. The NVIDIA AI City Challenge 2018
    Milind Naphade, Ming-Ching Chang, and al.
    In CVPRW, 2018
  4. Video Analytics in Smart Transportation for the AIC’18 Challenge
    Ming-Ching Chang, Yi Wei, Nenghui Song, and 1 more author
    In CVPRW, 2018
  5. Multi-Scale Structure-Aware Network for Human Pose Estimation
    Lipeng Ke, Ming-Ching Chang, Honggong Qi, and 1 more author
    ECCV, Sep 2018
  6. Multi-Modal Sensor System for Pressure Ulcer Wound Assessment and Care
    Ming-Ching Chang, Ting Yu, Jiajia Luo, and 8 more authors
    IEEE Transactions on Industrial Informatics (TII) special issue, 2018

2017

  1. Adaptive RNN Tree for Large-Scale Human Action Recognition
    Wenbo Li, Longyin Wen, Ming-Ching Chang, and 2 more authors
    In IEEE International Conference on Computer Vision (ICCV), 2017
  2. Cloud Tracking for Solar Irradiance Prediction
    Ming-Ching Chang, Yi Yao, Li Guan, and 2 more authors
    In IEEE International Conference on Image Processing (ICIP), 2017
  3. In-Bed Patient Motion and Pose Analysis Using Depth Videos for Pressure Ulcer Prevention
    Ming-Ching Chang, Ting Yu, Kun Duan, and 5 more authors
    In IEEE Conference on Image Processing (ICIP), 2017
  4. Hybrid Structure Hypergraph for Online Deformable Object Tracking
    Shengkun Li, Dawei Du, Longyin Wen, and 2 more authors
    In IEEE Conference on Image Processing (ICIP), 2017
  5. The NVIDIA AI City Challenge
    Milind Naphade, David C. Anastasiu, Anuj Sharma, and 6 more authors
    In IEEE Smart World Congress, 2017
  6. Street Object Detection / Tracking for AI City Traffic Analysis
    Yi Wei, Nenghui Song, Lipeng Ke, and 2 more authors
    In IEEE Smart World Congress, 2017
  7. Street Object Detection / Tracking for AI City Traffic Analysis
    Yi Wei, Nenghui Song, Lipeng Ke, and 2 more authors
    In IEEE Smart World Congress, 2017
  8. UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring
    Siwei Lyu, Ming-Ching Chang, Dawei Du, and 9 more authors
    In IEEE Advanced Video and Signal-based Surveillance (AVSS), 2017
  9. Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph
    Longyin Wen, Zhen Lei, Ming-Ching Chang, and 2 more authors
    IJCV, 2017

2016

  1. Co-regularized PLSA For Multi-Modal Learning
    Xin Wang, Yiming Ying, Ming-Ching Chang, and 1 more author
    In AAAI Conference on Artificial Intelligence (AAAI), 2016
  2. Efficient Large-scale Photometric Reconstruction Using Divide-Recon-Fuse 3D Structure from Motion
    Yueming Yang, Ming-Ching Chang, Longyin Wen, and 3 more authors
    In IEEE Advanced Video and Signal-based Surveillance (AVSS), 2016
  3. Crowd Analytics via One Shot Learning and Agent Based Inference
    Peter Tu, Ming-Ching Chang, and Tao Gao
    In IEEE GlobalSIP Symposium on Signal Processing for Understanding Crowd Dynamics, 2016

2015

  1. DETRAC MOT: A New Benchmark and Evaluation Protocol for Multi-Object Tracking
    Longyin Wen, Dawei Du, Z. Cai, and 6 more authors
    In arXiv, 2015
  2. Fast Online Upper Body Pose Estimation from Video
    Ming-Ching Chang, Honggang Qi, Xin Wang, and 2 more authors
    In British Machine Vision Conference (BMVC), 2015
  3. Seeing as it Happens: Real time 3D Video Event Visualization
    Yueming Yang, Ming-Ching Chang, Peter Tu, and 1 more author
    In IEEE International Conference on Image Processing (ICIP), 2015
  4. Bridging Computer Vision and Social Science: A Multi-Camera Vision System for Social Interaction Training Analysis
    Jixu Chen, Ming-Ching Chang, Tai-Peng Tian, and 2 more authors
    In IEEE International Conference on Image Processing (ICIP), 2015
  5. Shot Segmentation and Grouping for PTZ Camera Videos
    Andrew Pulver, Ming-Ching Chang, and Siwei Lyu
    In Annual Symposium on Information Assurance (ASIA), New York State Cyber Security Conference (NYSCSC), 2015
  6. Joint Event Localization and Classification of Human Action Videos with Event Transitions
    Yelin Kim, Jixu Chen, Ming-Ching Chang, and 3 more authors
    In Automatic Face and Gesture Recognition, 2015
  7. Cross-Culture Training Analysis via Social Science and Computer Vision Methods
    Peter Tu, Aubrey Logan-Terry, Jixu Chen, and 5 more authors
    In International Conference on Applied Human Factors and Ergonomics (AHFE), 2015
  8. Quantitative pharmacokinetic analysis of prostate cancer DCE-MRI at 3T: Comparison of two arterial input functions on cancer detection with digitized whole mount histopathological validation
    F. M. Fennessy, A. Fedorov, T. Penzkofer, and 9 more authors
    Magnetic Resonance Imaging, 2015

2014

  1. Variations of Dynamic Contrast-Enhanced Magnetic Resonance Imaging in Evaluation of Breast Cancer Therapy Response: A Multicenter Data Analysis Challenge
    Wei Huang, Xin Li, Yiyi Chen, and 22 more authors
    Translational Oncology, 2014
  2. 3D Video Visualization for Event Summarization
    Yueming Yang, Ming-Ching Chang, Siwei Lyu, and 1 more author
    In Greater New York Area Multimedia and Vision Meeting (GNYMV), 2014
  3. Social Behavior Recognition at a Distance
    Peter Tu, Jixu Chen, Ming-Ching Chang, and 2 more authors
    In Greater New York Area Multimedia and Vision Meeting (GNYMV), 2014
  4. Variations in DCE-MRI Assessment of Breast Cancer Therapy Response: A Multicenter Data Analysis Challenge
    W. Huang, X. Li, X. Li, and 20 more authors
    In ISMRM, 2014
  5. Social Interaction Analysis
    Ming-Ching Chang, Jixu Chen, Tai-Peng Tian, and 2 more authors
    In NSF/FBI/DARPA Worshop on Frontiers in Video and Image Analysis, 2014

2013

  1. Improved T1 Mapping and DCE MRI Pharmokinetic Quantification for Prostate at 3T by Incorporating B1 Inhomogeneity Correction
    Ming-Cing Chang, Sandeep Gupta, L. Sacolick, and 4 more authors
    In ISMRM, 2013
  2. Spatial Information Based DCE-MRI Data Reconstruction and Analysis using PCA
    R. Mullick, S. Gupta, D. Shanbhag, and 3 more authors
    In ISMRM, 2013

2012

  1. Spatio-Temporal Phrases for Activity Recognition
    Yimeng Zhang, Xiaoming Liu, Ming-Ching Chang, and 2 more authors
    In European Conference on Computer Vision (ECCV), 2012
  2. Group-Level Context Learning for Event Recognition
    Yimeng Zhang, Weina Ge, Ming-Ching Chang, and 1 more author
    In IEEE Workshop on Applications of Computer Vision (WACV), 2012

2011

  1. Probabilistic Group-Level Motion Analysis and Scenario Recognition
    Ming-Ching Chang, Nils Krahnstoever, and Weina Ge
    In International Conference on Computer Vision (ICCV), 2011
  2. Gaze and Body Pose Estimation from a Distance
    Nils Krahnstoever, Ming-Ching Chang, and Weina Ge
    In Advanced Video and Signal-Based Surveillancei (AVSS), 2011
  3. Measuring 3D Shape Similarity by Graph-Based Matching of the Medial Scaffolds
    Ming-Ching Chang and Benjamin B. Kimia
    Computer Vision and Image Understanding (CVIU), 2011
  4. Automatic Arterial Input Function Detection for Prostate Dynamic Contrast Enhanced MRI
    Yingxuan Zhu, Ming-Ching Chang, Fiona M. Fennessy, and 1 more author
    In ISMRM, 2011
  5. Automated Determination of Arterial Input Function for DCE-MRI of the Prostate
    Yingxuan Zhu, Ming-Ching Chang, and Sandeep N. Gupta
    In SPIE Medical Imaging, 2011
  6. Tracking Gaze Direction from Far-Field Surveillance Cameras
    Karthik Sankaranarayanan, Ming-Ching Chang, and Nils Krahnstoever
    In IEEE Workshop on Applications of Computer Vision (WACV), 2011

2010

  1. Group Level Activity Recognition in Crowded Environments across Multiple Cameras
    Ming-Ching Chang, Nils Krahnstoever, Sernam Lim, and 1 more author
    In Advanced Video and Signal-Based Surveillance (AVSS) Workshop, 2010
  2. A General Approach to Model Biomedical Data from 3D Unorganised Point Clouds with Medial Scaffolds
    Frederic F. Leymarie, Ming-Ching Chang, Celina Imielinska, and 1 more author
    In Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM), 2010
  3. Subvoxel Segmentation and Representation of Brain Cortex using Fuzzy Clustering and Gradient Vector Diffusion
    Ming-Ching Chang and Xiaodong Tao
    In SPIE Medical Imaging, 2010
  4. A Skull Stripping Method Using Deformable Surface and Tissue Classification
    Xiaodong Tao and Ming-Ching Chang
    In SPIE Medical Imaging, 2010
  5. Reliable Fusion of Knee Bone Laser Scans to Establish Ground Truth for Cartilage Thickness Measurement
    Ming-Ching Chang, Nhon H. Trinh, Braden C. Fleming, and 1 more author
    In SPIE Medical Imaging, 2010
  6. Exact Computation of 2D Medial Axis Transform from Piecewise Circular Shapes via Dynamic Wavefront and Shock Propagation
    Amir Tamrakar, Ming-Ching Chang, and Benjamin B. Kimia
    2010

2009

  1. Surface Reconstruction from Point Clouds by Transforming the Medial Scaffold
    Ming-Ching Chang, Frederic F. Leymarie, and Benjamin B. Kimia
    Computer Vision and Image Understanding (CVIU), 2009
  2. Measuring 3D Shape Similarity by Matching the Medial Scaffolds
    Ming-Ching Chang and Benjamin B. Kimia
    In IEEE 3-D Digital Imaging and Modeling (3DIM), 2009

2008

  1. The Medial Scaffold for 3D Shape Modeling and Recognition
    Ming-Ching Chang
    2008
  2. Regularizing 3D Medial Axis Using Medial Scaffold Transforms
    Ming-Ching Chang and Benjamin B. Kimia
    In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008

2007

  1. Surface Reconstruction from Point Clouds by Transforming the Medial Scaffold
    Ming-Ching Chang, Frederic F. Leymarie, and Benjamin B. Kimia
    In IEEE 3-D Digital Imaging and Modeling (3DIM), 2007

2004

  1. 3D Shape Registration using Regularized Medial Scaffolds
    Ming-Ching Chang, F. Leymarie, and B. Kimia
    In IEEE Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT), 2004

2001

  1. Fast Search Algorithms for Industrial Inspection
    Ming-Ching Chang, Chiou-Shann Fuh, and Hsien-Yei Chen
    International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), 2001
    DOI

1998

  1. Fast Search Algorithms for IC Printed Mark Quality Inspection
    Ming-Ching Chang
    1998
  2. Fast Search Algorithms for IC Printed Mark Quality Inspection
    Ming-Ching Chang, Hsien-Yei Chen, and Chiou-Shann Fuh
    In Proceedings of IAPR Workshop on Machine Vision Applications, 1998

1997

  1. IC Printed Mark Quality Inspection Algorithms
    Ming-Ching Chang, Hsien-Yei Chen, and Chiou-Shann Fuh
    In Proceedings of Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 1997