Kang Zheng Research Engineer, Meta CV | Google Scholar | Github | LinkedIn

About Me

I am a research engineer at Meta. Previously, I was a senior research scientist at PAII Inc. I received my PhD in Computer Science from University of South Carolina in 2019 and my bachelor's degree in Electrical Engineering from Harbin Institute of Technology in 2012.

My research interests are mainly computer vision and deep learning.

Tech Reports

• Coherence Learning using Keypoint-based Pooling Network for Accurately Assessing Radiographic Knee Osteoarthritis
  Kang Zheng, Yirui Wang, Chen-I Hsieh, Le Lu, Jing Xiao, Chang-Fu Kuo, Shun Miao
  Tech report, 2021
  arxiv
• Learning Domain-Independent Features with Class-Level Supervision for Visible-Thermal Person Re-Identification
  Kang Zheng, Hongkai Yu, Xiaochuan Fan, Youjie Zhou, Dazhou Guo, Hao Guo, Song Wang
  2019
  paper

Publications

[2022]

• Lumbar Bone Mineral Density Estimation From Chest X-Ray Images: Anatomy-Aware Attentive Multi-ROI Modeling
  IEEE Transactions on Medical Imaging, 2022
  Fakai Wang, Kang Zheng, Le Lu, Jing Xiao, Min Wu, Chang-Fu Kuo, Shun Miao
  paper

[2021]

• Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning
  Nature Communications, 2021 (* Equal contribution)
  Chen-I Hsieh*, Kang Zheng*, Chihung Lin*, Ling Mei, Le Lu, Weijian Li, Fang-Ping Chen, Yirui Wang, Xiaoyun Zhou, Fakai Wang, Guotong Xie, Jing Xiao, Shun Miao, Chang-Fu Kuo
  paper
• Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph
  MICCAI Workshop on Data Augmentation, Labeling, and Imperfections (DALI), 2021
  Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang, Chihung Lin, Le Lu, Lingyun Huang, Mei Han, Guotong Xie, Jing Xiao, Kuo Chang-Fu, Adam Harrison, Shun Miao
  arxiv
• Opportunistic Screening of Osteoporosis Using Plain Film Chest X-ray
  MICCAI Workshop on PRedictive Intelligence in MEdicine (PRIME), 2021
  Fakai Wang, Kang Zheng, Yirui Wang, Xiaoyun Zhou, Le Lu, Jing Xiao, Min Wu, Chang-Fu Kuo, Shun Miao
  arxiv
• Semi-supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images
  MICCAI, 2021 (Early accept)
  Kang Zheng, Yirui Wang, Xiaoyun Zhou, Fakai Wang, Le Lu, Chihung Lin, Lingyun Huang, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Shun Miao
  arxiv
• Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-constrained Optimization
  CVPR, 2021
  Fakai Wang, Kang Zheng, Le Lu, Jing Xiao, Min Wu, Shun Miao
  paper
• Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays
  IPMI, 2021
  Yirui Wang, Kang Zheng, Chi-Tung Cheng, Xiao-Yun Zhou, Zhilin Zheng, Lingyun Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao
  arxiv

[2020]

• Deep Domain Adaptation Based Multi-spectral Salient Object Detection
  IEEE Transactions on Multimedia, 2020
  Shaoyue Song, Zhenjiang Miao, Hongkai Yu, Jianwu Fang, Kang Zheng, Cong Ma, Song Wang
  paper
• Contour Transformer Network for One-shot Segmentation of Anatomical Structures
  IEEE Transactions on Medical Imaging, 2020
  Yuhang Lu, Kang Zheng, Weijian Li, Yirui Wang, Adam P. Harrison, Chihung Lin, Song Wang, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao
  paper
• Structured Landmark Detection via Topology-Adapting Deep Graph Learning
  ECCV, 2020
  Weijian Li, Yuhang Lu, Kang Zheng, Haofu Liao, Chihung Lin, Jiebo Luo, Chi-Tung Cheng, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao
  arxiv | project
• Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection
  ECCV, 2020
  Haomin Chen, Yirui Wang, Kang Zheng, Weijian Li, Chi-Tung Cheng, Adam P. Harrison, Jing Xiao, Gregory D. Hager, Le Lu, Chien-Hung Liao, Shun Miao
  arxiv
• Learning to Segment Anatomical Structures Accurately from One Exemplar
  MICCAI, 2020
  Yuhang Lu, Weijian Li, Kang Zheng, Yirui Wang, Adam P. Harrison, Chihung Lin, Jing Xiao, Le Lu, Song Wang, Chang-Fu Kuo, Shun Miao
  arxiv
• A New Method and Benchmark for Detecting Co-Saliency within a Single Image
  IEEE Transactions on Multimedia, 2020
  Hongkai Yu, Kang Zheng, Jianwu Fang, Hao Guo, Song Wang
  paper | project | code
• Homography Estimation along Short Videos by Recurrent Convolutional Regression Network
  Mathematical Foundations of Computing, 2020
  Yang Mi, Kang Zheng, Song Wang
  paper
• Multi-spectral Salient Object Detection by Adversarial Domain Adaptation
  AAAI, 2020
  Shaoyue Song, Hongkai Yu, Zhenjiang Miao, Jianwu Fang, Kang Zheng, Cong Ma, Song Wang
  paper | journal version | project

[2019]

• Degraded Image Semantic Segmentation with Dense-Gram Networks
  IEEE Transactions on Image Processing, 2019
  Dazhou Guo, Yanting Pei, Kang Zheng, Hongkai Yu, Yuhang Lu, Song Wang
  paper
• Visual Attention Consistency under Image Transforms for Multi-Label Image Classification
  CVPR, 2019
  Hao Guo, Kang Zheng, Xiaochuan Fan, Hongkai Yu, Song Wang
  paper | project | code
• Cross-View Person Identification based on Confidence-Weighted Human Pose Matching
  IEEE Transactions on Image Processing, 2019
  Guoqiang Liang, Xuguang Lan, Xingyu Chen, Kang Zheng, Song Wang, Nanning Zheng.
  paper

[Earlier]

• Recognizing Actions in Wearable-Camera Videos by Training Classifiers on Fixed-Camera Videos
  ICMR, 2018
  Yang Mi, Kang Zheng, Song Wang
  paper
• Cross-View Person Identification by Matching Human Poses Estimated with Confidence on Each Body Joint
  AAAI, 2018
  Guoqiang Liang, Xuguang Lan, Kang Zheng, Song Wang, Nanning Zheng
  paper
• Co-Saliency Detection within a Single Image
  AAAI, 2018
  Hongkai Yu, Kang Zheng, Jianwu Fang, Hao Guo, Wei Feng, Song Wang
  paper | project | code
• Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras
  ICCV, 2017
  Kang Zheng, Xiaochuan Fan, Yuewei Lin, Hao Guo, Hongkai Yu, Dazhou Guo, Song Wang
  paper | project | code | data (Google Drive)
• Lesion Detection Using T1-Weighted MRI: A New Approach Based on Functional Cortical ROIs
  ICIP, 2017
  Dazhou Guo, Kang Zheng, Song Wang
  paper
• Identifying Same Persons from Temporally Synchronized Videos Taken by Multiple Wearable Cameras
  CVPR Workshop, 2016
  Kang Zheng, Hao Guo, Xiaochuan Fan, Hongkai Yu, Song Wang
  paper
• Automated lesion detection on MRI scans using combined unsupervised and supervised methods
  BMC Medical Imaging, 2015
  Dazhou Guo, Julius Fridriksson, Paul Fillmore, Christopher Rorden, Hongkai Yu, Kang Zheng, Song Wang
  paper
• Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation
  CVPR, 2015
  Xiaochuan Fan, Kang Zheng, Yuewei Lin, Song Wang
  paper
• Distance Transform Based Active Contour Approach for Document Image Rectification
  WACV, 2015
  Dhaval Salvi, Kang Zheng, Youjie Zhou, Song Wang
  paper
• Video-based Action Detection using Multiple Wearable Cameras
  ECCV Workshop, 2014
  Kang Zheng*, Yuewei Lin*, Youjie Zhou, Dhaval Salvi, Xiaochuan Fan, Dazhou Guo, Zibo Meng, Song Wang
  paper
• Pose Locality Constrained Representation for 3D Human Pose Reconstruction
  ECCV, 2014
  Xiaochuan Fan, Kang Zheng, Youjie Zhou, Song Wang
  paper

Misc