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Adaptive Dual-Axis Style-Based Recalibration Network With Class-Wise Statistics Loss for Imbalanced Medical Image Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 2081-2096
作者:  Zhang, Xiaoqing;  Xiao, Zunjie;  Ma, Jingzhe;  Wu, Xiao;  Zhao, Jilu;  Zhang, Shuai;  Li, Runzhi;  Pan, Yi;  Liu, Jiang
收藏  |  浏览/下载：16/0  |  提交时间：2025/06/25
Imbalanced medical image classification  dual-axis style-based recalibration  imbalanced learning  class-wise statistics loss  confidence calibration  Imbalanced medical image classification  dual-axis style-based recalibration  imbalanced learning  class-wise statistics loss  confidence calibration  
VSR-Net: Vessel-Like Structure Rehabilitation Network With Graph Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 1090-1105
作者:  Ye, Haili;  Zhang, Xiaoqing;  Hu, Yan;  Fu, Huazhu;  Liu, Jiang
收藏  |  浏览/下载：15/0  |  提交时间：2025/06/25
Image segmentation  Calibration  Morphology  Three-dimensional displays  Retinal vessels  Accuracy  Semantics  Refining  Predictive models  Merging  Vessel-like structure rehabilitation  medical image segmentation  graph convolutional network  calibration  
UncTrack: Reliable Visual Object Tracking With Uncertainty-Aware Prototype Memory Network 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 3533-3546
作者:  Yao, Siyuan;  Guo, Yang;  Yan, Yanyang;  Ren, Wenqi;  Cao, Xiaochun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Uncertainty  Location awareness  Target tracking  Transformers  Reliability  Prototypes  Object tracking  Visualization  Accuracy  Training  Reliable object tracking  uncertainty estimation  prototype memory network  memory updating  
FullLoRA: Efficiently Boosting the Robustness of Pretrained Vision Transformers 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 4580-4590
作者:  Yuan, Zheng;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Training  Computational modeling  Robustness  Adaptation models  Computer vision  Transformers  Visualization  Natural language processing  Image classification  Head  Adversarial training  parameter-efficient  pretrained model  
A Joint Visual Compression and Perception Framework for Neuromorphic Spiking Camera 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 4343-4356
作者:  Feng, Kexiang;  Jia, Chuanmin;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Image coding  Cameras  Feature extraction  Encoding  Visualization  Distortion  Decoding  Binary sequences  Video compression  Vectors  Spike compression  visual intelligence  end-to-end spike coding  
CAN: Cascade Augmentations Against Noise for Image Restoration 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 5131-5146
作者:  Yan, Yanyang;  Yao, Siyuan;  Ren, Wenqi;  Zhang, Rui;  Guo, Qi;  Cao, Xiaochun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Image restoration  cascade augmentations  cascade augmentations  noise corruptions  noise corruptions  
Rate-Distortion-Complexity Optimized Framework for Multi-Model Image Compression 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 5385-5399
作者:  Hang, Xinyu;  Ge, Ziqing;  Fan, Hongfei;  Jia, Chuanmin;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：12/0  |  提交时间：2025/12/03
Image coding  Codecs  Optimization  Complexity theory  Decoding  Distortion  Rate-distortion  Image reconstruction  Bit rate  Training  Lossy image compression  heuristic algorithm  rate-distortion-complexity optimization  
Consensus-Agent Deep Reinforcement Learning for Face Aging 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1795-1809
作者:  Lin, Ling;  Liu, Hao;  Liang, Jinqiao;  Li, Zhendong;  Feng, Jiao;  Han, Hu
收藏  |  浏览/下载：39/0  |  提交时间：2024/05/20
Face aging  deep reinforcement learning  Markov decision process  
REACT: Remainder Adaptive Compensation for Domain Adaptive Object Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 3735-3748
作者:  Li, Haochen;  Zhang, Rui;  Yao, Hantao;  Zhang, Xin;  Hao, Yifan;  Song, Xinkai;  Li, Ling
收藏  |  浏览/下载：30/0  |  提交时间：2024/12/06
Unsupervised domain adaptation  domain adaptive object detection  feature extraction  prototypes  
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 6083-6097
作者:  Yu, Zhipeng;  Xu, Qianqian;  Jiang, Yangbangyan;  Sun, Yingfei;  Huang, Qingming
收藏  |  浏览/下载：33/0  |  提交时间：2024/12/06
Metric learning  noisy label  deep learning  deep learning  pair- wise loss  pair- wise loss  pair- wise loss  pair- wise loss  positive-pair selection  positive-pair selection