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2020 – today
- 2024
[j7]Yaqi Wang, Qingshan Hou, Peng Cao
, Jinzhu Yang, Osmar R. Zaïane:
Lesion-aware knowledge distillation for diabetic retinopathy lesion segmentation. Appl. Intell. 54(2): 1937-1956 (2024)- [j6]Xin Chen, Qingshan Hou, Yan Fu, Yaolin Zhu:
A lightweight multiscale smoke segmentation algorithm based on improved DeepLabV3+. IET Image Process. 18(10): 2665-2678 (2024) - [j5]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): 2479-2494 (2024) - [c5]Yaqi Wang, Leqi Chen, Qingshan Hou, Peng Cao, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane:
A Clinical-Oriented Lightweight Network for High-Resolution Medical Image Enhancement. MICCAI (3) 2024: 3-12 - [c4]Qingshan Hou, Shuai Cheng, Peng Cao, Jinzhu Yang, Xiaoli Liu, Yih Chung Tham, Osmar R. Zaïane:
A Clinical-Oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-Quality Medical Images. MICCAI (3) 2024: 13-23 - [c3]Yaqi Wang, Peng Cao, Qingshan Hou, Linqi Lan, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane:
Progressively Correcting Soft Labels via Teacher Team for Knowledge Distillation in Medical Image Segmentation. MICCAI (9) 2024: 521-530 - [i3]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 abs/2404.04887 (2024) - [i2]Hao Jiang, Haoxiang Zhang, Qingshan Hou, Chaofeng Chen, Weisi Lin, Jingchang Zhang, Annan Wang:
MRSE: An Efficient Multi-modality Retrieval System for Large Scale E-commerce. CoRR abs/2408.14968 (2024) - 2023
- [j4]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): 1455-1466 (2023) - [c2]Shuai Cheng, Qingshan Hou, Peng Cao, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane:
Lesion-Aware Contrastive Learning for Diabetic Retinopathy Diagnosis. MICCAI (7) 2023: 671-681 - [c1]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: 7383-7393 - [i1]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 abs/2301.06943 (2023) - 2022
- [j3]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: 105341 (2022) - [j2]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): 5186 (2022) - 2020
- [j1]Jinling Li, Qingshan Hou, Jinsheng Xing, Jianguo Ju:
SSD Object Detection Model Based on Multi-Frequency Feature Theory. IEEE Access 8: 82294-82305 (2020)
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