Heng Zhou

33 papers Journal 31Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Multi-Level Feature Distribution Learning Method for Automatic Modulation Open-Set Recognition.
IEEE Trans. Cogn. Commun. Netw.
Zhenxi Zhang, Haoyue Tan, Xiaoran Shi, Heng Zhou, Yun Lin, Yu Li, Jiankun Ma, Xueru Bai, Feng Zhou
2026 J jnl
An Adversarial Margin Driven Rectified Prototypical Learning Method for Few-Shot Incremental Automatic Modulation Recognition.
IEEE Wirel. Commun. Lett.
Zhenxi Zhang, Haoyue Tan, Peiru Li, Heng Zhou, Xiaoran Shi, Yu Li, Yun Lin, Feng Zhou
2026 J jnl
Exploring Self-Image and Cross-Image Consistency Learning for Remote Sensing Burned Area Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Heng Zhou, Zhenxi Zhang, Chengyang Li, Chunna Tian, Yongqiang Xie, Zhongbo Li, Xiaojun Wu
2026 J jnl
Semantic Graph Reasoning Over Multidomain Fusion for Radar Jamming Recognition.
IEEE Trans. Aerosp. Electron. Syst.
Zhenxi Zhang, Heng Zhou, Jun Sun, Maria S. Greco, Fulvio Gini, Xueru Bai, Feng Zhou
2025 J jnl
Deep learning in motion deblurring: current status, benchmarks and future prospects.
Vis. Comput.
Yawen Xiang, Heng Zhou, Chengyang Li, Fangwei Sun, Zhongbo Li, Yongqiang Xie
2025 J jnl
Deformation-Resilient Multigranularity Learning for Unaligned RGB-T Semantic Segmentation.
IEEE Trans. Neural Networks Learn. Syst.
Heng Zhou, Zhenxi Zhang, Chengyang Li, Chunna Tian, Yongqiang Xie, Zhongbo Li, Xiao-Jun Wu
2025 J jnl
Lightweight Spatial-Channel-Frequency Network for RGB-Thermal Salient Object Detection.
IEEE Signal Process. Lett.
Heng Zhou, Wanting Hong, Zhenxi Zhang, Xiaoxiong Liu, Xiaojun Wu
2025 J jnl
Multi-Scale Frequency Enhancement Network for Blind Image Deblurring.
IET Image Process.
Yawen Xiang, Heng Zhou, Xi Zhang, Chengyang Li, Zhongbo Li, Yongqiang Xie
2025 J jnl
Multi-Weather Restoration: An Efficient Prompt-Guided Convolution Architecture.
IEEE Trans. Circuits Syst. Video Technol.
Chengyang Li, Fangwei Sun, Heng Zhou, Yongqiang Xie, Zhongbo Li, Liping Zhu
2025 J jnl
Semantic-Injected Bidirectional Multiscale Flow Estimation Network for Infrared and Visible Image Registration.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chunna Tian, Liuwei Xu, Xiangyang Li, Heng Zhou, Xiqun Song
2024 J jnl
An Evidential-Enhanced Tri-Branch Consistency Learning Method for Semi-Supervised Medical Image Segmentation.
IEEE Trans. Instrum. Meas.
Zhenxi Zhang, Heng Zhou, Xiaoran Shi, Ran Ran, Chunna Tian, Feng Zhou
2024 J jnl
An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation.
CoRR
Zhenxi Zhang, Heng Zhou, Xiaoran Shi, Ran Ran, Chunna Tian, Feng Zhou
2024 J jnl
An Implicit-Explicit Prototypical Alignment Framework for Semi-Supervised Medical Image Segmentation.
IEEE J. Biomed. Health Informatics
Chunna Tian, Zhenxi Zhang, Xinbo Gao, Heng Zhou, Ran Ran, Zhicheng Jiao
2024 J jnl
Application of Deep Learning in Blind Motion Deblurring: Current Status and Future Prospects.
CoRR
Yawen Xiang, Heng Zhou, Chengyang Li, Fangwei Sun, Zhongbo Li, Yongqiang Xie
2024 J jnl
Cross-view multi-layer perceptron for incomplete multi-view learning.
Appl. Soft Comput.
Zhi Wang, Heng Zhou, Ping Zhong, Hui Zou
2024 J jnl
Frequency-aware feature aggregation network with dual-task consistency for RGB-T salient object detection.
Pattern Recognit.
Heng Zhou, Chunna Tian, Zhenxi Zhang, Chengyang Li, Yongqiang Xie, Zhongbo Li
2024 J jnl
Low-frequency amplitude fusion based consistency learning method for multi-source domain adaptation for joint optic disc and cup segmentation.
Biomed. Signal Process. Control.
Zhenxi Zhang, Zhuo Tong, Chunna Tian, Yanyu Ye, Weiwei Fan, Ran Ran, Heng Zhou, Feng Zhou
2024 J jnl
M2FNet: Mask-Guided Multi-Level Fusion for RGB-T Pedestrian Detection.
IEEE Trans. Multim.
Xiangyang Li, Shiguo Chen, Chunna Tian, Heng Zhou, Zhenxi Zhang
2024 J jnl
Multi-scale Frequency Enhancement Network for Blind Image Deblurring.
CoRR
Yawen Xiang, Heng Zhou, Chengyang Li, Zhongbo Li, Yongqiang Xie
2024 J jnl
Quality-driven deep cross-supervised learning network for semi-supervised medical image segmentation.
Comput. Biol. Medicine
Zhenxi Zhang, Heng Zhou, Xiaoran Shi, Ran Ran, Chunna Tian, Feng Zhou
2023 J jnl
Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation.
CoRR
Zhenxi Zhang, Ran Ran, Chunna Tian, Heng Zhou, Fan Yang, Xin Li, Zhicheng Jiao
2023 J jnl
Detection-Friendly Dehazing: Object Detection in Real-World Hazy Scenes.
IEEE Trans. Pattern Anal. Mach. Intell.
Chengyang Li, Heng Zhou, Yang Liu, Caidong Yang, Yongqiang Xie, Zhongbo Li, Liping Zhu
2023 J jnl
Model-driven self-aware self-training framework for label noise-tolerant medical image segmentation.
Signal Process.
Zhenxi Zhang, Chunna Tian, Xinbo Gao, Ran Ran, Yanyu Ye, Heng Zhou, Zhuo Tong
2023 J jnl
Position-Aware Relation Learning for RGB-Thermal Salient Object Detection.
IEEE Trans. Image Process.
Heng Zhou, Chunna Tian, Zhenxi Zhang, Chengyang Li, Yuxuan Ding, Yongqiang Xie, Zhongbo Li
2023 J jnl
Rethinking referring relationships from a perspective of mask-level relational reasoning.
Pattern Recognit.
Chengyang Li, Liping Zhu, Gangyi Tian, Yi Hou, Heng Zhou
2023 — conf
Self-aware and Cross-Sample Prototypical Learning for Semi-supervised Medical Image Segmentation.
MICCAI (2)
Zhenxi Zhang, Ran Ran, Chunna Tian, Heng Zhou, Xin Li, Fan Yang, Zhicheng Jiao
2023 J jnl
Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image Segmentation.
CoRR
Zhenxi Zhang, Ran Ran, Chunna Tian, Heng Zhou, Xin Li, Fan Yang, Zhicheng Jiao
2023 J jnl
You Do Not Need Additional Priors in Camouflage Object Detection.
CoRR
Yuchen Dong, Heng Zhou, Chengyang Li, Junjie Xie, Yongqiang Xie, Zhongbo Li
2022 J jnl
Multispectral Fusion Transformer Network for RGB-Thermal Urban Scene Semantic Segmentation.
IEEE Geosci. Remote. Sens. Lett.
Heng Zhou, Chunna Tian, Zhenxi Zhang, Qizheng Huo, Yongqiang Xie, Zhongbo Li
2022 J jnl
PixelGame: Infrared Small Target Segmentation as a Nash Equilibrium.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Heng Zhou, Chunna Tian, Zhenxi Zhang, Chengyang Li, Yongqiang Xie, Zhongbo Li
2022 J jnl
PixelGame: Infrared small target segmentation as a Nash equilibrium.
CoRR
Heng Zhou, Chunna Tian, Zhenxi Zhang, Chengyang Li, Yongqiang Xie, Zhongbo Li
2022 J jnl
Position-Aware Relation Learning for RGB-Thermal Salient Object Detection.
CoRR
Heng Zhou, Chunna Tian, Zhenxi Zhang, Chengyang Li, Yuxuan Ding, Yongqiang Xie, Zhongbo Li
2022 — conf
Visible Region Enhancement Network for Occluded Pedestrian Detection.
ICBASE
Fangwei Sun, Caidong Yang, Chengyang Li, Heng Zhou, Ziwei Du, Yongqiang Xie, Zhongbo Li