Sijie Niu

University of Jinan — China

Medicine · Health Sciences

3h-index33citations16works0.12yr avg
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Research Topics

Retinal Imaging and Analysis(5), Face and Expression Recognition(3), Video Surveillance and Tracking Methods(3), Human Pose and Action Recognition(3), Anomaly Detection Techniques and Applications(3)

Publications16 total

Semantic Augmentation Variational Autoencoder for Unsupervised Anomaly Detection in Retinal OCT Images
IEEE Transactions on Medical Imaging·2026
Deep Ensemble with Voting Mechanism for OCT Cyst Segmentation
Lecture notes in computer science·2026
Coarse-fine Granularity Fusion Hash Learning Framework for Video Retrieval
2025
ASP-CLIP: Adaptive and Static Prompts Learning for Zero-shot Anomaly Detection
2025
CoDiff-SaK: Controllable Diffusion Model with Segment Anything Knowledge for Low-dose CT Image Denoising
2025
DIRL: Learning Discriminative ID-Related Representations for Video Visible-Infrared Person ReID
ACM Transactions on Multimedia Computing Communications and Applications·2025
Generalizable retinal image segmentation via style and semantics dual-consistency framework
Biomedical Signal Processing and Control·2025
Multitask Hybrid Knowledge Distillation for Unsupervised Anomaly Detection
IEEE Transactions on Industrial Informatics·2025· 1 cited
Intra-class Information Guided Discriminative Deep Dictionary Pair Learning with Applications to Image Recognition
Communications in computer and information science·2025
Long and Recent Preference Learning With <i>Recent-K</i> Items Distribution for Recommender System
IEEE Transactions on Multimedia·2025
Multi-Level Feature Perception Network for Set-Based Video Face Identification
IEEE Transactions on Biometrics Behavior and Identity Science·2025
Efficient Large-Scale Pre-Trained Model Guided MR Imaging Super-Resolution
2024
Manifolds-Based Low-Rank Dictionary Pair Learning for Efficient Set-Based Video Recognition
Applied Sciences·2023· 5 citedOpen Access
Self-training adversarial learning for cross-domain retinal OCT fluid segmentation
Computers in Biology and Medicine·2023· 10 cited
Uncertainty-Weighted Prototype Active Learning in Domain Adaptive Semantic Segmentation
SSRN Electronic Journal·2023Open Access
Spatial–contextual variational autoencoder with attention correction for anomaly detection in retinal OCT images
Computers in Biology and Medicine·2022· 17 cited

Frequent Co-authors

Xizhan Gao(12), Guang Feng(7), Hui Zhao(5), Fenghang Zhang(4), Xiaohui Li(2), Jiwen Dong(2), Xueying Zhou(2), Kang Wei(2), Xiaofeng Qu(2), Xiaohui Li(2), Zihao Dong(2), Xueying Zhou(1), Tingting Liu(1), Li Jia(1), Ziyu Shi(1), Muhao Xu(1), Cuiping Zhu(1), Jiaxin Zhang(1), F.F. Yin(1), Zheng Wang(1)