Publications

2025

  1. FFR: Frequency Feature Rectification for Weakly Supervised Semantic Segmentation
    Ziqian Yang*, Xinqiao Zhao*, Xiaolei Wang, Quan Zhang†, Jimin Xiao†
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
  2. POT: Prototypical Optimal Transport for Weakly Supervised Semantic Segmentation
    Jian Wang*, Tianhong Dai, Bingfeng Zhang, Siyue Yu, Eng Gee Lim†, Jimin Xiao†
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
  3. Frozen CLIP-DINO: A Strong Backbone for Weakly Supervised Semantic Segmentation [PDF]
    Bingfeng Zhang*, Siyue Yu†, Jimin Xiao†, Yunchao Wei, Yao Zhao
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
  4. M-SEE: A Multi-Scale Encoder Enhancement Framework for End-to-End Weakly Supervised Semantic Segmentation [PDF]
    Ziqian Yang*, Xinqiao Zhao*, Chao Yao, Quan Zhang, Jimin Xiao†
    Pattern Recognition (PR), 2025
  5. CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection [PDF]
    Xiaolei Wang*, Xiaoyang Wang*, Huihui Bai, Eng Gee Lim, Jimin Xiao†
    The Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), 2025

2024

  1. Continual Segmentation with Disentangled Objectness Learning and Class Recognition [PDF]
    Yizheng Gong, Siyue Yu, Xiaoyang Wang, Jimin Xiao†
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
  2. PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic Segmentation
    Xinqiao Zhao*, Ziqian Yang*, Tianhong Dai, Bingfeng Zhang, Jimin Xiao†
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
  3. Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation [PDF]
    Xiaoyang Wang, Huihui Bai, Limin Yu, Yao Zhao, Jimin Xiao†
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
  4. Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation
    Bingfeng Zhang, Siyue Yu†, Yunchao Wei, Yao Zhao, Jimin Xiao†
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)(Highlight), 2024
  5. SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation [PDF]
    Xinqiao Zhao*, Feilong Tang*, Xiaoyang Wang, Jimin Xiao†
    The Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024
  6. Image augmentation with controlled diffusion for weakly-supervised semantic segmentation
    Wangyu Wu, Tianhong Dai, Xiaowei Huang, Fei Ma†, Jimin Xiao†
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
  7. Prototype Guided Pseudo Labeling and Perturbation-based Active Learning for domain adaptive semantic segmentation
    Junkun Peng*, Mingjie Sun*, Eng Gee Lim, Qiufeng Wang, Jimin Xiao†
    Pattern Recognition (PR), 2024
  8. Cross-frame feature-saliency mutual reinforcing for weakly supervised video salient object detection
    Jian Wang*, Siyue Yu*, Bingfeng Zhang*, Xinqiao Zhao, Ángel F García-Fernández, Eng Gee Lim†, Jimin Xiao
    Pattern Recognition (PR), 2024
  9. Multi-Keys Attention Network for Image Captioning
    Ziqian Yang*, Hui Li*, Renrong Ouyang†, Quan Zhang†, Jimin Xiao
    Cognitive Computation, 2024
  10. Class Activation Map Calibration for Weakly Supervised Semantic Segmentation
    Jian Wang, Tianhong Dai, Xinqiao Zhao, Ángel F García-Fernández, Eng Gee Lim†, Jimin Xiao†
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024
  11. Adversarial Erasing Transformer for Weakly Supervised Semantic Segmentation
    Bingfeng Zhang, Siyue Yu†, Xuru Gao, Mingjie Sun, Eng Gee Lim, Jimin Xiao
    European Conference on Artificial Intelligence (ECAI), 2024

2023

  1. Hunting sparsity: Density-guided contrastive learning for semi-supervised semantic segmentation [PDF]
    Xiaoyang Wang, Bingfeng Zhang, Limin Yu, Jimin Xiao†
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
  2. Fastrecon: Few-shot industrial anomaly detection via fast feature reconstruction [PDF]
    Zheng Fang*, Xiaoyang Wang*, Haocheng Li, Jiejie Liu, Qiugui Hu, Jimin Xiao†
    IEEE/CVF International Conference on Computer Vision (ICCV), 2023
  3. Synchronize Feature Extracting and Matching: A Single Branch Framework for 3D Object Tracking
    Teli Ma*, Mengmeng Wang*, Jimin Xiao, Huifeng Wu, Yong Liu
    IEEE/CVF International Conference on Computer Vision (ICCV), 2023
  4. Self-Supervised Learning for Point Clouds through Multi-crop Mutual Prediction
    Changyu Zeng, Wei Wang, Jimin Xiao, Anh Nguyen, Yutao Yue
    IEEE 4th International Conference on Pattern Recognition and Machine Learning (PRML), 2023
  5. Robust generative adversarial network
    Shufei Zhang*, Zhuang Qian*, Kaizhu Huang, Rui Zhang, Jimin Xiao, Yuan He, Canyi Lu
    Machine Learning, 2023
  6. Trajectory Poisson multi-Bernoulli mixture filter for traffic monitoring using a drone
    Ángel F García-Fernández, Jimin Xiao
    IEEE Transactions on Vehicular Technology, 2023
  7. Prediction of Equivalent Elastic Modulus for Metal-Coated Lattice Based on Machine Learning
    Yuzhe Liu, Feifan Sun, Min Chen, Jimin Xiao, Ji Li, Bin Wu
    Applied Composite Materials, 2023
  8. Credible dual-expert learning for weakly supervised semantic segmentation [PDF]
    Bingfeng Zhang, Jimin Xiao†, Yunchao Wei, Yao Zhao
    International Journal of Computer Vision (IJCV), 2023
  9. Unified Multi-Modality Video Object Segmentation Using Reinforcement Learning
    Mingjie Sun, Jimin Xiao†, Eng Gee Lim, Cairong Zhao, Yao Zhao
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
  10. Fully and weakly supervised referring expression segmentation with end-to-end learning
    Hui Li, Mingjie Sun, Jimin Xiao†, Eng Gee Lim, Yao Zhao
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
  11. Aggregated pyramid gating network for human pose estimation without pre-training
    Chenru Jiang, Kaizhu Huang, Shufei Zhang, Xinheng Wang, Jimin Xiao, Yannis Goulermas
    Pattern Recognition (PR), 2023
  12. Weight-guided class complementing for long-tailed image recognition
    Xinqiao Zhao, Jimin Xiao†, Siyue Yu, Hui Li, Bingfeng Zhang
    Pattern Recognition (PR), 2023
  13. PointGS: Bridging and fusing geometric and semantic space for 3D point cloud analysis
    Chenru Jiang, Kaizhu Huang, Junwei Wu, Xinheng Wang, Jimin Xiao, Amir Hussain
    Information Fusion, 2023
  14. Weight-guided loss for long-tailed object detection and instance segmentation
    Xinqiao Zhao, Jimin Xiao†, Bingfeng Zhang, Quan Zhang, Al-Nuaimy Waleed
    Signal Processing: Image Communication, 2023

2022

  1. Democracy does matter: Comprehensive feature mining for co-salient object detection [PDF]
    Siyue Yu, Jimin Xiao†, Bingfeng Zhang, Eng Gee Lim
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
  2. CARD: Semi-supervised Semantic Segmentation via Class-agnostic Relation based Denoising [PDF]
    Xiaoyang Wang, Jimin Xiao†, Bingfeng Zhang, Limin Yu
    International Joint Conference on Artificial Intelligence (IJCAI), 2022
  3. Occluded and Tiny Face Detection with Deep and Shallow Features Fusion and Compensation
    Zhuofan Xu, Huihui Bai, Jimin Xiao, Feiran Jie, Yao Zhao
    Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2022
  4. Plausible proxy mining with credibility for unsupervised person re-identification
    Dingyuan Zheng, Jimin Xiao†, Mingjie Sun, Huihui Bai, Junhui Hou
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022
  5. Towards simple and accurate human pose estimation with stair network
    Chenru Jiang, Kaizhu Huang, Shufei Zhang, Xinheng Wang, Jimin Xiao, Zhenxing Niu, Amir Hussain
    IEEE Transactions on Emerging Topics in Computational Intelligence, 2022
  6. Neural texture transfer assisted video coding with adaptive up-sampling
    Li Yu, Wenshuai Chang, Weize Quan, Jimin Xiao, Dong-Ming Yan, Moncef Gabbouj
    Signal Processing: Image Communication, 2022
  7. Unsupervised domain adaptation in homogeneous distance space for person re-identification
    Dingyuan Zheng, Jimin Xiao†, Yunchao Wei, Qiufeng Wang, Kaizhu Huang, Yao Zhao
    Pattern Recognition (PR), 2022
  8. End-to-end weakly supervised semantic segmentation with reliable region mining
    Bingfeng Zhang, Jimin Xiao†, Yunchao Wei, Kaizhu Huang, Shan Luo, Yao Zhao
    Pattern Recognition (PR), 2022
  9. Soft pseudo-label shrinkage for unsupervised domain adaptive person re-identification
    Dingyuan Zheng, Jimin Xiao†, Ke Chen, Xiaowei Huang, Lin Chen, Yao Zhao
    Pattern Recognition (PR), 2022
  10. Real-time prediction of simulator sickness in virtual reality games
    Jialin Wang, Hai-Ning Liang, Diego Monteiro, Wenge Xu, Jimin Xiao
    IEEE Transactions on Games, 2022
  11. Starting point selection and multiple-standard matching for video object segmentation with language annotation
    Mingjie Sun, Jimin Xiao†, Eng GEE Lim, Yao Zhao
    IEEE Transactions on Multimedia (TMM), 2022

2021

  1. Self-guided and cross-guided learning for few-shot segmentation [PDF]
    Bingfeng Zhang, Jimin Xiao†, Terry Qin
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
  2. Iterative shrinking for referring expression grounding using deep reinforcement learning [PDF]
    Mingjie Sun, Jimin Xiao†, Eng Gee Lim
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
  3. Structure-consistent weakly supervised salient object detection with local saliency coherence [PDF]
    Siyue Yu, Bingfeng Zhang, Jimin Xiao†, Eng Gee Lim
    The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021
  4. A Lightweight Real-time Stereo Depth Estimation Network with Dynamic Upsampling Modules
    Yong Deng, Jimin Xiao, Steven Zhiying Zhou
    16th International Conference on Computer Vision Theory and Applications, 2021
  5. Affinity attention graph neural network for weakly supervised semantic segmentation [PDF]
    Bingfeng Zhang, Jimin Xiao†, Jianbo Jiao, Yunchao Wei, Yao Zhao
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
  6. Discriminative triad matching and reconstruction for weakly referring expression grounding [PDF]
    Mingjie Sun, Jimin Xiao†, Eng Gee Lim, Si Liu, John Y Goulermas
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
  7. Cycle-free weakly referring expression grounding with self-paced learning
    Mingjie Sun, Jimin Xiao†, Eng Gee Lim, Yao Zhao
    IEEE Transactions on Multimedia (TMM), 2021
  8. ToF and stereo data fusion using dynamic search range stereo matching
    Yong Deng, Jimin Xiao, Steven Zhiying Zhou
    IEEE Transactions on Multimedia (TMM), 2021
  9. Fast pixel-matching for video object segmentation
    Siyue Yu, Jimin Xiao†, Bingfeng Zhang, Eng Gee Lim, Yao Zhao
    Signal Processing: Image Communication, 2021
  10. Detail preserving coarse-to-fine matching for stereo matching and optical flow
    Yong Deng, Jimin Xiao†, Steven Zhiying Zhou†, Jiashi Feng
    IEEE Transactions on Image Processing (TIP), 2021
  11. Transformer-based language-person search with multiple region slicing
    Hui Li, Jimin Xiao†, Mingjie Sun, Eng Gee Lim, Yao Zhao
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021
  12. Exploiting textual queries for dynamically visual disambiguation
    Zeren Sun, Yazhou Yao, Jimin Xiao, Lei Zhang, Jian Zhang, Zhenmin Tang
    Pattern Recognition (PR), 2021
  13. Progressive sample mining and representation learning for one-shot person re-identification
    Hui Li, Jimin Xiao†, Mingjie Sun, Eng Gee Lim, Yao Zhao
    Pattern Recognition (PR), 2021
  14. Occluded and tiny face detection network for dense crowd
    Zhuofan Xu, Huihui Bai, Jimin Xiao, Feiran Jie, Yao Zhao
    Journal of Information Hiding and Multimedia Signal Processing, 2021

2020

  1. Fast template matching and update for video object tracking and segmentation [PDF]
    Mingjie Sun, Jimin Xiao†, Eng Gee Lim, Bingfeng Zhang, Yao Zhao
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
  2. Reliability does matter: An end-to-end weakly supervised semantic segmentation approach [PDF]
    Bingfeng Zhang, Jimin Xiao†, Yunchao Wei, Mingjie Sun, Kaizhu Huang
    The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI)(Spotlight), 2020
  3. Feature representation matters: End-to-end learning for reference-based image super-resolution [PDF]
    Yanchun Xie, Jimin Xiao†, Mingjie Sun, Chao Yao, Kaizhu Huang
    European Conference on Computer Vision (ECCV)(Spotlight), 2020
  4. Pay attention selectively and comprehensively: Pyramid gating network for human pose estimation without pre-training
    Chenru Jiang, Kaizhu Huang, Shufei Zhang, Xinheng Wang, Jimin Xiao
    The 28th ACM International Conference on Multimedia (ACMM), 2020
  5. Generative adversarial classifier for handwriting characters super-resolution
    Zhuang Qian, Kaizhu Huang, Qiu-Feng Wang, Jimin Xiao, Rui Zhang
    Pattern Recognition (PR), 2020
  6. Adaptive ROI generation for video object segmentation using reinforcement learning
    Mingjie Sun, Jimin Xiao†, Eng Gee Lim, Yanchun Xie, Jiashi Feng
    Pattern Recognition (PR), 2020
  7. Single image-based head pose estimation with spherical parametrization and 3D morphing
    Hui Yuan, Mengyu Li, Junhui Hou, Jimin Xiao
    Pattern Recognition (PR), 2020
  8. Segmentation mask guided end-to-end person search
    Dingyuan Zheng, Jimin Xiao†, Kaizhu Huang, Yao Zhao
    Signal Processing: Image Communication, 2020

2019

  1. Edge Orientation Driven Depth Super-Resolution for View Synthesis
    Chao Yao, Jimin Xiao, Jian Jin, Xiaojuan Ban
    Image and Graphics: 10th International Conference (ICIG), 2019
  2. View synthesis from silhouette using deep convolutional neural network
    Samer Jammal, Tammam Tillo, Jimin Xiao
    9th International Workshop on Computer Science and Engineering (WCSE), 2019
  3. Ian: the individual aggregation network for person search
    Jimin Xiao†, Yanchun Xie, Tammam Tillo, Kaizhu Huang, Yunchao Wei, Jiashi Feng
    Pattern Recognition (PR), 2019
  4. A Single Image based Head Pose Estimation Method with Spherical Parameterization
    Hui Yuan, Mengyu Li, Junhui Hou, Jimin Xiao
    Pattern Recognition (PR), 2019
  5. Multiview video quality enhancement without depth information
    Samer Jammal, Tammam Tillo, Jimin Xiao†
    Signal Processing: Image Communication, 2019