Qingshan Hou

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Diabetic Retinopathy

Detection Algorithm

Minutiae Extraction

Domain Adaptation

Top Venues

IEEE J. Biomed. Health Informatics

IET Image Process.

Publications

Qingshan Hou, Yaqi Wang, Peng Cao, Shuai Cheng, Linqi Lan, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane
A Collaborative Self-Supervised Domain Adaptation for Low-Quality Medical Image Enhancement. IEEE Trans. Medical Imaging 43 (7) (2024)
Yaqi Wang, Qingshan Hou, Peng Cao, Jinzhu Yang, Osmar R. Zaiane
Lesion-aware knowledge distillation for diabetic retinopathy lesion segmentation. Appl. Intell. 54 (2) (2024)
Qingshan Hou, Shuai Cheng, Peng Cao, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane, Yih Chung Tham
A Clinical-oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-quality Medical Images. CoRR (2024)
Shuai Cheng, Qingshan Hou, Peng Cao, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane
Lesion-Aware Contrastive Learning for Diabetic Retinopathy Diagnosis. MICCAI (7) (2023)
Qingshan Hou, Peng Cao, Jiaqi Wang, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
A Reference-free Self-supervised Domain Adaptation Framework for Low-quality Fundus Image Enhancement. ACM Multimedia (2023)
Qingshan Hou, Peng Cao, Jiaqi Wang, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaïane
Self-supervised Domain Adaptation for Breaking the Limits of Low-quality Fundus Image Quality Enhancement. CoRR (2023)
Qingshan Hou, Peng Cao, Liyu Jia, Leqi Chen, Jinzhu Yang, Osmar R. Zaïane
Image Quality Assessment Guided Collaborative Learning of Image Enhancement and Classification for Diabetic Retinopathy Grading. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Peng Cao, Qingshan Hou, Ruoxian Song, Haonan Wang, Osmar R. Zaïane
Collaborative learning of weakly-supervised domain adaptation for diabetic retinopathy grading on retinal images. Comput. Biol. Medicine 144 (2022)
Shiyi Xing, Jinsheng Xing, Jianguo Ju, Qingshan Hou, Xiurui Ding
Collaborative Consistent Knowledge Distillation Framework for Remote Sensing Image Scene Classification Network. Remote. Sens. 14 (20) (2022)
Jinling Li, Qingshan Hou, Jinsheng Xing, Jianguo Ju
SSD Object Detection Model Based on Multi-Frequency Feature Theory. IEEE Access 8 (2020)
Jinling Li, Qingshan Hou, Jinsheng Xing
Multiobject Detection Algorithm Based on Adaptive Default Box Mechanism. Complex. 2020 (2020)
Qingshan Hou, Jinsheng Xing
KSSD: single-stage multi-object detection algorithm with higher accuracy. IET Image Process. 14 (15) (2020)