Jian-Nan Su 苏建楠

New Engineering Industry College
Putian University
No. 1133 Xueyuan Middle Street, Chengxiang District, Putian, Fujian
Postcode: 351100

Email: sjn.fzu@gmail.com

Last Update: 2024/09/09

Biography

I am a recent Ph.D. graduate from the College of Computer and Data Science at Fuzhou University, under the supervision of Prof. Min Gan. Before this, I earned both my Bachelor's and Master's degrees from Fuzhou University. Following my Master's degree, I spent three years working as an algorithm engineer at Imperial Vision Technology. My research interests are primarily in low-level computer vision and machine learning.

News

[2024/09] One paper is accepted by IEEE TPAMI .
[2024/05] One paper is published by IEEE TGRS .
[2024/01] One paper is published by IEEE TIP .
[2024/01] One paper is published by IEEE TIM .
[2023/11] One paper is published by IEEE TCSVT .
[2022/12] One paper is published by IEEE TPAMI .

Selected Publications

	Revealing the Dark Side of Non-Local Attention in Single Image Super-Resolution Jian-Nan Su, Guodong Fan, Min Gan, Guang-Yong Chen, Wenzhong Guo, and C. L. Philip Chen IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2024 [paper\|code]
	Unsupervised Degradation Aware and Representation for Real-World Remote Sensing Image Super-Resolution Wen-Zhong Guo, Wu-Ding Weng, Guang-Yong Chen, Jian-Nan Su, Min Gan, C. L. Philip Chen* IEEE Transactions on Geoscience and Remote Sensing (TGRS) 2024 [paper\|code]
	High-Similarity-Pass Attention for Single Image Super-Resolution Jian-Nan Su, Min Gan, Guang-Yong Chen, Wenzhong Guo, C. L. Philip Chen IEEE Transactions on Image Processing (TIP) 2024 [paper\|code]
	GACA: A Gradient-Aware and Contrastive-Adaptive Learning Framework for Low-Light Image Enhancement Zishu Yao; Jian-Nan Su (Co-First Author); Guodong Fan; Min Gan; C. L. Philip Chen IEEE Transactions on Instrumentation and Measurement (TIM) 2024 [paper\|code]
	Dynamic Degradation Intensity Estimation for Adaptive Blind Super-Resolution: A Novel Approach and Benchmark Dataset Guang-Yong Chen; Wu-Ding Weng; Jian-Nan Su; Min Gan; C. L. Philip Chen* IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2023 [paper\|code\|dataset]
	Global Learnable Attention for Single Image Super-Resolution Jian-Nan Su, Min Gan, Guang-Yong Chen, Jia-Li Yin, C. L. Philip Chen IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2022 [paper\|code]

Honors and Awards

2024 Graduate Scholarship, Fuzhou University
2023 Graduate Scholarship, Fuzhou University
2020 Champion of Agora Image Super-Resolution Performance Challenge, Agora
2020 Graduate Scholarship, Fuzhou University
2019 Fuzhou "Double First-Class" Program, Fuzhou Municipal People’s Government
2019 Outstanding Employee of the Year Award, Imperial Vision Technology
2018 Outstanding Employee of the Year Award, Imperial Vision Technology

Academic Service

Journal Reviewer:

	Revealing the Dark Side of Non-Local Attention in Single Image Super-Resolution Jian-Nan Su, Guodong Fan, Min Gan, Guang-Yong Chen, Wenzhong Guo, and C. L. Philip Chen IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2024 [paper\|code]
	Unsupervised Degradation Aware and Representation for Real-World Remote Sensing Image Super-Resolution Wen-Zhong Guo, Wu-Ding Weng, Guang-Yong Chen, Jian-Nan Su, Min Gan, C. L. Philip Chen* IEEE Transactions on Geoscience and Remote Sensing (TGRS) 2024 [paper\|code]
	High-Similarity-Pass Attention for Single Image Super-Resolution Jian-Nan Su, Min Gan, Guang-Yong Chen, Wenzhong Guo, C. L. Philip Chen IEEE Transactions on Image Processing (TIP) 2024 [paper\|code]
	GACA: A Gradient-Aware and Contrastive-Adaptive Learning Framework for Low-Light Image Enhancement Zishu Yao; Jian-Nan Su (Co-First Author); Guodong Fan; Min Gan; C. L. Philip Chen IEEE Transactions on Instrumentation and Measurement (TIM) 2024 [paper\|code]
	Dynamic Degradation Intensity Estimation for Adaptive Blind Super-Resolution: A Novel Approach and Benchmark Dataset Guang-Yong Chen; Wu-Ding Weng; Jian-Nan Su; Min Gan; C. L. Philip Chen* IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2023 [paper\|code\|dataset]
	Global Learnable Attention for Single Image Super-Resolution Jian-Nan Su, Min Gan, Guang-Yong Chen, Jia-Li Yin, C. L. Philip Chen IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2022 [paper\|code]