成果/Result
- A Deep Stochastic Adaptive Fourier Decomposition Network for Hyperspectral Image Classification被引量：23收藏
- 作者：Cheng, Chunbo Zhang, Liming Li, Hong Dai, Lei Cui, Wenjing
- 机构：Hubei Polytechn Univ;Univ Macau;Huazhong Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON IMAGE PROCESSING 2024
- 关键词：Stochastic adaptive Fourier decomposition deep learning CNN HSIs classification
- Global-and-local aware network for low-light image enhancement被引量：13收藏
- 作者：He, Xufeng Chen, Zhihua Dai, Lei Liang, Lei Wu, Jianfa Sheng, Bin
- 机构：East China Univ Sci & Technol;Beijing Inst Control Engn;Shanghai Jiao Tong Univ
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2023
- 关键词：Low-light image enhancement Frequency aware Attention mechanism Transformer Multi-scale feature
- MA-MFCNet: Mixed Attention-Based Multi-Scale Feature Calibration Network for Image Dehazing被引量：11收藏
- 作者：Li, Luqiao Chen, Zhihua Dai, Lei Li, Ran Sheng, Bin
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE 2024
- 关键词：Feature extraction Atmospheric modeling Convolution Image color analysis Task analysis Scattering Rain Deep learning image dehazing attention mechanism information calibration
- Target signature network for small object tracking被引量：6收藏
- 作者：Liang, Lei Chen, Zhihua Dai, Lei Wang, Shouli
- 机构：East China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024
- 关键词：Siamese network Small object tracking Size-aware information Center attention Dynamic positive samples
- Dataset Distillation via a Noise-Unconstrained Generative Model被引量：4收藏
- 作者：Zhang, Jingxuan Dai, Lei Ye, Fei Chen, Zhihua Li, Ping Yang, Xiaokang Sheng, Bin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Elect Sci & Technol China;Hong Kong Polytech Univ;Shanghai Jiao Tong Univ
- 来源：IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2026
- 关键词：Circuits and systems Pixel Radio access networks Regional area networks Electronic mail Network architecture Massive machine type communications Videos Digital images Video equipment Dataset distillation generative adversarial network diffusion model image classification
- Pedestrian and vehicle detection in foggy weather using dehazeformer被引量：2收藏
- 作者：Gao, Jiadan Dai, Lei Zhang, Wei Hu, Qingchun Chen, Guangyong Chen, Zhihua
- 机构：East China Univ Sci & Technol;China Natl Aeronaut Radio Elect Res Inst
- 来源：VISUAL COMPUTER 2025
- 关键词：Deep learning Target detection Image dehazing Autonomous driving
- MTMFNet: multi-threshold and multi-scale feature fusion network for text detection被引量：2收藏
- 作者：Dai, Lei Gao, Wen Tang, Chengyu Wang, Min Chen, Zhihua
- 机构：East China Univ Sci & Technol
- 来源：VISUAL COMPUTER 2025
- 关键词：Scene text detection Attention mechanism Segmentation threshold Multi-scale feature fusion
- Multi-stage feature aggregation transformer for image rain and haze joint removal被引量：1收藏
- 作者：Xia, Zhengran Dai, Lei Chen, Zhihua Chen, Kai Li, Ran
- 机构：East China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2025
- 关键词：Image rain-haze joint removal Multi-stage feature aggregation Information calibration
- Gradient amplification for gradient matching based dataset distillation被引量：1收藏
- 作者：Zhang, Jingxuan Chen, Zhihua Dai, Lei Li, Ping Sheng, Bin
- 机构：East China Univ Sci & Technol;Hong Kong Polytech Univ;Hong Kong Polytech Univ;Shanghai Jiao Tong Univ
- 来源：NEURAL NETWORKS 2025
- 关键词：Dataset distillation Gradient matching Image classification Dataset ensembling
- Autorep: Automatic network search with structured reparameterized based linear operation expansion and gradient proxy guided reduction被引量：0收藏
- 作者：Qiu, Guhao Chen, Ruoxin Chen, Zhihua Dai, Lei Li, Ping Sheng, Bin
- 机构：East China Univ Sci & Technol;Hong Kong Polytech Univ;Hong Kong Polytech Univ;Shanghai Jiao Tong Univ
- 来源：NEURAL NETWORKS 2026
- 关键词：Neural architecture search Structured reparameterization Lightweight neural network
- Slimmable neural architecture design based on cross architecture and token distillation被引量：0收藏
- 作者：Qiu, Guhao Chen, Zhihua Dai, Lei Li, Ping Sheng, Bin
- 机构：East China Univ Sci & Technol;Hong Kong Polytech Univ;Hong Kong Polytech Univ;Shanghai Jiao Tong Univ
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2026
- 关键词：Slimmable neural network Self-supervised learning Masked autoencoder
- LODNeuS: A Flexible Lightweight Neural Implicit Surface Representation With Unconstrained Viewpoint Rendering被引量：0收藏
- 作者：Chen, Zhihua Li, Yuhang Dai, Lei Li, Ping Zhu, Lei Sheng, Bin
- 机构：East China Univ Sci & Technol;Hong Kong Polytech Univ;Hong Kong Univ Sci & Technol Guangzhou;Hong Kong Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2026
- 关键词：Rendering (computer graphics) Three-dimensional displays Geometry Image color analysis Neural radiance field Visualization Training Decoding Color Cameras Neural rendering implicit geometry representation level of details
- Feature-refined adaptive modulation transformer for image deraining被引量：0收藏
- 作者：Huang, Yeting Dai, Lei Chen, Zhihua Hu, Wenlong Wang, Shouli
- 机构：East China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2025
- 关键词：Image deraining Detail guidance Feature refinement Frequency modulation
- TDNet: degradation-aware comprehensive task decomposition for joint rain and haze removal被引量：0收藏
- 作者：Liang, Lei Chen, Zhihua Dai, Lei Gao, Jiadan Xia, Zhengran Zhang, Yunyi
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：VISUAL COMPUTER 2026
- 关键词：Joint rain and haze removal Composite weather degradation Task decomposition Physics-informed priors Image restoration
- Video dehazing via a dual-stage temporal fusion net被引量：0收藏
- 作者：Xi, Junwei Chen, Zhihua Dai, Lei Liang, Lei
- 机构：East China Univ Sci & Technol
- 来源：VISUAL COMPUTER 2025
- 关键词：Video dehaze Dual stage Confidence guidance Feature fusion
- Unleashing the Power of Each Distilled Image被引量：0收藏
- 作者：Zhang, Jingxuan Chen, Zhihua Dai, Lei
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON IMAGE PROCESSING 2025
- 关键词：Training Synthetic data Artificial neural networks Overfitting Data models Computational modeling Generative adversarial networks Feature extraction Bidirectional control Accuracy Dataset distillation dynamic dataset pruning knowledge distillation image classification
- A Two-Stage Exposure Controllable Network for Image Enhancement With Low-Light Degradation被引量：0收藏
- 作者：Liang, Lei Chen, Zhihua Dai, Lei Chen, Ruoxin Zhang, Yunyi He, Xufeng
- 机构：East China Univ Sci & Technol;Tencent Youtu Lab
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2025
- 关键词：Exposure reference low-light image offline ffl ine exposure control offline ffl ine exposure control progressive enhancement vision-based mea-surement system (VMS) vision-based mea-surement system (VMS)
- ccBNet: collaborative calibration and bridging network for visible-infrared person re-identification被引量：0收藏
- 作者：Gao, Wen Dai, Lei Chen, Zhihua
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：VISUAL COMPUTER 2026
- 关键词：Visible-infrared person re-identification Global-Local Channel Augmentation Cross-modal bridging Distribution consistency loss
- Hybrid Mamba-Transformer Multi-Agent Reinforcement Learning for scalable coordination in complex environments被引量：0收藏
- 作者：Chen, Kai Chen, Zhihua Dai, Lei Wang, Zhe Chen, Xin
- 机构：East China Univ Sci & Technol
- 来源：VISUAL COMPUTER 2025
- 关键词：Reinforcement learning Transformer Mamba Multi-agent
