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Author

Ziyun Cai

ORCID: 0000-0001-6822-915X
Observed ORCID: 0000-0001-6822-915X
OpenAlex ID: A5018496298
Semi-Supervised Multi-View Deep Discriminant Representation Learning
2020 · Xiaodong Jia, Xiao-Yuan Jing, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 174
RGB-D datasets using microsoft kinect or similar sensors: a survey
2016 · Ziyun Cai, Jungong Han, et al. · Multimedia Tools and Applications · 145
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UPT-Flow: Multi-scale transformer-guided normalizing flow for low-light image enhancement
2024 · Lintao Xu, Changhui Hu, et al. · Pattern Recognition · 94
Performance evaluation of deep feature learning for RGB-D image/video classification
2017 · Ling Shao, Ziyun Cai, et al. · Information Sciences · 92
Multi-Source Domain Adaptation by Causal-Guided Adaptive Multimodal Diffusion Networks
2025 · Ziyun Cai, Yawen Huang, et al. · International Journal of Computer Vision · 50
Classification complexity assessment for hyper-parameter optimization
2019 · Ziyun Cai, Yang Long, et al. · Pattern Recognition Letters · 34
JTE-CFlow for Low-Light Enhancement and Zero-Element Pixels Restoration With Application to Night Traffic Monitoring Images
2024 · Changhui Hu, Yin Hu, et al. · IEEE Transactions on Intelligent Transportation Systems · 32
Make source-free transfer great: Dynamic uncertainty-driven confident fusion for multi-source-free domain adaptation
2025 · Ziyun Cai, Jiacheng Liu, et al. · Information Fusion · 27
Attention Cycle-consistent universal network for More Universal Domain Adaptation
2023 · Ziyun Cai, Yawen Huang, et al. · Pattern Recognition · 25
Adaptive RGB Image Recognition by Visual-Depth Embedding
2018 · Ziyun Cai, Yang Long, et al. · IEEE Transactions on Image Processing · 22
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Swin transformer and ResNet based deep networks for low-light image enhancement
2023 · Lintao Xu, Changhui Hu, et al. · Multimedia Tools and Applications · 21
RGB-D Scene Classification via Multi-modal Feature Learning
2018 · Ziyun Cai, Ling Shao · Cognitive Computation · 19
Visual-Depth Matching Network: Deep RGB-D Domain Adaptation With Unequal Categories
2020 · Ziyun Cai, Xiao-Yuan Jing, et al. · IEEE Transactions on Cybernetics · 15
Scale-fusion framework for improving video-based person re-identification performance
2020 · Li Cheng, Xiao-Yuan Jing, et al. · Neural Computing and Applications · 14
Degrade for upgrade: Learning degradation representations for real-world low-light image enhancement
2024 · Lintao Xu, Changhui Hu, et al. · Computers & Electrical Engineering · 13
Dual contrastive universal adaptation network for multi-source visual recognition
2022 · Ziyun Cai, Tengfei Zhang, et al. · Knowledge-Based Systems · 13
A survey of deep domain adaptation based on label set classification
2022 · Min Fan, Ziyun Cai, et al. · Multimedia Tools and Applications · 13
Single-/Multi-Source Domain Adaptation via domain separation: A simple but effective method
2023 · Ziyun Cai, Dandan Zhang, et al. · Pattern Recognition Letters · 12
ZMAR-SNFlow:Restoration for low-light images with massive zero-element pixels
2024 · Changhui Hu, Bo Zhang, et al. · Computers & Electrical Engineering · 11
Latent Structure Preserving Hashing
2015 · Ziyun Cai, Li Liu, et al. · British Machine Vision Conference (BMVC) · 11
Co-embedding: a semi-supervised multi-view representation learning approach
2021 · Xiaodong Jia, Xiao-Yuan Jing, et al. · Neural Computing and Applications · 10
Unequal adaptive visual recognition by learning from multi-modal data
2022 · Ziyun Cai, Tengfei Zhang, et al. · Information Sciences · 9
Adaptive Visual-Depth Fusion Transfer
2019 · Ziyun Cai, Yang Long, et al. · Lecture notes in computer science · 8
RGB-D data fusion in complex space
2017 · Ziyun Cai, Ling Shao · Proceedings - International Conference on Image Processing · 8
DUSA-UNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction
2025 · Jie Song, Yue Sun, et al. · IEEE Transactions on Geoscience and Remote Sensing · 7
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Works count: 56
Citation count: 926
H-index: 14
I10-index: 21
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