UnCapsTSR: An unsupervised transformer-based image super-resolution approach for capsule endoscopy images.

Shubh Kawa

Anjali Sarvaiya Shubh Kawa Lalit Agrawal Jagrit Joshi Kishor P. Upla Kiran B. Raja UnCapsTSR: An unsupervised transformer-based image super-resolution approach for capsule endoscopy images. 132161 2026 665 Neurocomputing https://doi.org/10.1016/j.neucom.2025.132161 db/journals/ijon/ijon665.html#SarvaiyaKAJUR26 streams/journals/ijon

Zheng Chen 0014 Kai Liu 0034 Jue Gong Jingkai Wang 0003 Lei Sun 0016 Zongwei Wu Radu Timofte Yulun Zhang 0001 Xiangyu Kong Xiaoxuan Yu Hyunhee Park Suejin Han Hakjae Jeon Dafeng Zhang Hyung-Ju Chun Donghun Ryou Inju Ha Bohyung Han Lu Zhao Yuyi Zhang Pengyu Yan Jiawei Hu Pengwei Liu Fengjun Guo Hongyuan Yu Pufan Xu Zhijuan Huang Shuyuan Cui Peng Guo Jiahui Liu Dongkai Zhang Heng Zhang 0042 Huiyuan Fu Huadong Ma Yanhui Guo Sisi Tian Xin Li 0082 Jinwen Liang Jie Liu 0040 Jie Tang 0006 Gangshan Wu Zeyu Xiao 0002 Zhuoyuan Li Yinxiang Zhang Wenxuan Cai Vijayalaxmi Ashok Aralikatti Nikhil Akalwadi G. Gyaneshwar Rao Chaitra Desai Ramesh Ashok Tabib Uma Mudenagudi Marcos V. Conde Alejandro Merino Bruno Longarela Javier Abad Weijun Yuan Zhan Li 0004 Zhanglu Chen Boyang Yao Aagam Jain Milan Kumar Singh Ankit Kumar Shubh Kawa Divyavardhan Singh Anjali Sarvaiya Kishor P. Upla Raghavendra Ramachandra Chia-Ming Lee Yu-Fan Lin Chih-Chung Hsu Risheek V. Hiremath Palani Yashaswini Yuxuan Jiang 0015 Qiang Zhu Siyue Teng Fan Zhang 0017 Shuyuan Zhu Bing Zeng 0001 David Bull 0001 Jingwei Liao Yuqing Yang Wenda Shao Junyi Zhao Qisheng Xu Kele Xu Sunder Ali Khowaja Ik Hyun Lee Snehal Singh Tomar Rajarshi Ray Klaus Mueller Sachin Chaudhary Surya Vashisth Akshay Dudhane Praful Hambarde Satya Naryan Tazi Prashant W. Patil Santosh Kumar Vipparthi Subrahmanyam Murala Bilel Benjdira Anas M. Ali Wadii Boulila Zahra Moammeri Ahmad Mahmoudi-Aznaveh Ali Karbasi Hossein Motamednia Liangyan Li Guanhua Zhao Kevin Le Yimo Ning Haoxuan Huang Jun Chen 0005 NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results. 1525-1535 2025 CVPR Workshops https://openaccess.thecvf.com/content/CVPR2025W/NTIRE/html/Chen_NTIRE_2025_Challenge_on_Image_Super-Resolution_x4_Methods_and_Results_CVPRW_2025_paper.html conf/cvpr/2025w db/conf/cvpr/cvprw2025.html#0014LGW0WT0KYPH25

Zheng Chen 0014 Kai Liu 0034 Jue Gong Jingkai Wang 0003 Lei Sun 0016 Zongwei Wu Radu Timofte Yulun Zhang 0001 Xiangyu Kong Xiaoxuan Yu Hyunhee Park Suejin Han Hakjae Jeon Dafeng Zhang Hyung-Ju Chun Donghun Ryou Inju Ha Bohyung Han Lu Zhao Yuyi Zhang Pengyu Yan Jiawei Hu Pengwei Liu Fengjun Guo Hongyuan Yu Pufan Xu Zhijuan Huang Shuyuan Cui Peng Guo Jiahui Liu Dongkai Zhang Heng Zhang 0042 Huiyuan Fu Huadong Ma Yanhui Guo Sisi Tian Xin Liu 0012 Jinwen Liang Jie Liu 0040 Jie Tang 0006 Gangshan Wu Zeyu Xiao 0002 Zhuoyuan Li Yinxiang Zhang Wenxuan Cai Vijayalaxmi Ashok Aralikatti Nikhil Akalwadi G. Gyaneshwar Rao Chaitra Desai Ramesh Ashok Tabib Uma Mudenagudi Marcos V. Conde Alejandro Merino Bruno Longarela Javier Abad Weijun Yuan Zhan Li 0004 Zhanglu Chen Boyang Yao Aagam Jain Milan Kumar Singh Ankit Kumar Shubh Kawa Divyavardhan Singh Anjali Sarvaiya Kishor P. Upla Raghavendra Ramachandra Chia-Ming Lee Yu-Fan Lin Chih-Chung Hsu Risheek V. Hiremath Palani Yashaswini Yuxuan Jiang 0015 Qiang Zhu Siyue Teng Fan Zhang 0017 Shuyuan Zhu Bing Zeng 0001 David Bull 0001 Jingwei Liao Yuqing Yang Wenda Shao Junyi Zhao Qisheng Xu Kele Xu Sunder Ali Khowaja Ik Hyun Lee Snehal Singh Tomar Rajarshi Ray Klaus Mueller Sachin Chaudhary Surya Vashisth Akshay Dudhane Praful Hambarde Satya Naryan Tazi Prashant W. Patil Santosh Kumar Vipparthi Subrahmanyam Murala Bilel Benjdira Anas M. Ali NTIRE 2025 Challenge on Image Super-Resolution (⨉4): Methods and Results. 2025 April abs/2504.14582 CoRR https://doi.org/10.48550/arXiv.2504.14582 db/journals/corr/corr2504.html#abs-2504-14582 streams/journals/corr

Zheng Chen 0014 Zongwei Wu Eduard Zamfir Kai Zhang 0008 Yulun Zhang 0001 Radu Timofte Xiaokang Yang 0001 Hongyuan Yu Cheng Wan 0006 Yuxin Hong Zhijuan Huang Yajun Zou Yuan Huang Jiamin Lin Bingnan Han Xianyu Guan Yongsheng Yu Daoan Zhang Xuanwu Yin Kunlong Zuo Jinhua Hao Kai Zhao 0011 Kun Yuan 0003 Ming Sun 0008 Chao Zhou 0003 Hongyu An Xinfeng Zhang 0002 Zhiyuan Song Ziyue Dong Qing Zhao Xiaogang Xu 0002 Pengxu Wei Zhi-Chao Dou Gui-Ling Wang Chih-Chung Hsu Chia-Ming Lee Yi-Shiuan Chou Cansu Korkmaz A. Murat Tekalp Yubin Wei Xiaole Yan Binren Li Haonan Chen 0005 Siqi Zhang Sihan Chen Amogh Joshi 0001 Nikhil Akalwadi Sampada Malagi Palani Yashaswini Chaitra Desai Ramesh Ashok Tabib Ujwala Patil Uma Mudenagudi Anjali Sarvaiya Pooja Choksy Jagrit Joshi Shubh Kawa Kishor P. Upla Sushrut Patwardhan Raghavendra Ramachandra Sadat Hossain Geongi Park S. M. Nadim Uddin Hao Xu Yanhui Guo Aman Urumbekov Xingzhuo Yan Wei Hao Minghan Fu Isaac Orais Samuel Smith Ying Liu Wangwang Jia Qisheng Xu Kele Xu Weijun Yuan Zhan Li 0004 Wenqing Kuang Ruijin Guan Ruting Deng Zhao Zhang 0001 Bo Wang 0072 Suiyi Zhao Yan Luo 0004 Yanyan Wei Asif Hussain Khan Christian Micheloni Niki Martinel NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and Results. 6108-6132 2024 CVPR Workshops https://doi.org/10.1109/CVPRW63382.2024.00617 conf/cvpr/2024w db/conf/cvpr/cvprw2024.html#ChenWZZZTYY0HHZ22

Zheng Chen 0014 Zongwei Wu Eduard Zamfir Kai Zhang 0008 Yulun Zhang 0001 Radu Timofte Xiaokang Yang 0001 Hongyuan Yu Cheng Wan 0006 Yuxin Hong Zhijuan Huang Yajun Zou Yuan Huang Jiamin Lin Bingnan Han Xianyu Guan Yongsheng Yu Daoan Zhang Xuanwu Yin Kunlong Zuo Jinhua Hao Kai Zhao 0011 Kun Yuan 0003 Ming Sun 0008 Chao Zhou 0003 Hongyu An Xinfeng Zhang 0001 Zhiyuan Song Ziyue Dong Qing Zhao Xiaogang Xu 0002 Pengxu Wei Zhi-Chao Dou Gui-Ling Wang Chih-Chung Hsu Chia-Ming Lee Yi-Shiuan Chou Cansu Korkmaz A. Murat Tekalp Yubin Wei Xiaole Yan Binren Li Haonan Chen 0005 Siqi Zhang Sihan Chen Amogh Joshi 0001 Nikhil Akalwadi Sampada Malagi Palani Yashaswini Chaitra Desai Ramesh Ashok Tabib Ujwala Patil Uma Mudenagudi Anjali Sarvaiya Pooja Choksy Jagrit Joshi Shubh Kawa Kishor P. Upla Sushrut Patwardhan Raghavendra Ramachandra Sadat Hossain Geongi Park S. M. Nadim Uddin Hao Xu Yanhui Guo Aman Urumbekov Xingzhuo Yan Wei Hao Minghan Fu Isaac Orais Samuel Smith Ying Liu Wangwang Jia Qisheng Xu Kele Xu Weijun Yuan Zhan Li 0004 Wenqing Kuang Ruijin Guan Ruting Deng Zhao Zhang 0001 Bo Wang 0072 Suiyi Zhao Yan Luo 0004 Yanyan Wei Asif Hussain Khan Christian Micheloni Niki Martinel NTIRE 2024 Challenge on Image Super-Resolution (⨉4): Methods and Results. 2024 abs/2404.09790 CoRR https://doi.org/10.48550/arXiv.2404.09790 db/journals/corr/corr2404.html#abs-2404-09790

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