Lab Leader Dr. Jin has been promoted to Full Professor in 2025.04.

Our paper "MB-TaylorFormer V2: Improved Multi-branch Linear Transformer Expanded by Taylor Formula for Image Restoration" was accepted by IEEETransactions on Pattern Analysis and Machine Intelligence.

Our paper "Colorization-Inspired Customized Low-Light Image Enhancement by a Decoupled Network" was accepted by IEEE Transactions on Neural Networks and Learning Systems.

Our paper "FDG-Diff Frequency-Domain-Guided Diffusion Framework for Compressed Hazy Image Restoration" was accepted by ICME2025.

January 22, 2025, members of the Frontier Vision Laboratory participated in the year-end team-building event.

FVL members participated in CSIG 2024 and delivered a paper poster presentation, engaging in extensive discussions with numerous experts and scholars.

December 3, 2024 Professor Jian Zhang, visited our lab and gave a talk.

Our paper "CSPN: A Category-specific Processing Network for Low-light Image Enhancement" was accepted by IEEE Transactions on Circuits and Systems for Video Technology.

November 4, 2024 Professor Chenglin Li, visited our lab and gave a talk.

The 24th master students successfully passed the graduation thesis defense.

FVL members participated in VALSE 2024 and delivered a paper poster presentation, engaging in extensive discussions with numerous experts and scholars.

Students from the Technical University of Munich (TUM) came to Sun Yat-sen University to conduct academic exchanges with the FVL.

Lab leader Prof. Jin with two Ph.D. students went to visit Technical University of Munich for Sino-German Mobility Programme.

We participated in the 9th edition of CVPR2024 workshop NTIRE: New Trends in Image Restoration and Enhancement challenge and won first place among 427 participants.

Our paper "Dynamic Implicit Image Function for Efficient Arbitrary-Scale Super-Resolution" was accepted by ICME 2024.

Our paper "CAPformer: Compression-Aware Pre-trained Transformer for Low-Light Image Enhancement" was accepted by ICME 2024.

Our paper "Latent Modulated Function for Computational Optimal Continuous Image Representation" was accepted by CVPR 2024.

Our paper "Learning from Text: A Multimodal Face Inpainting Network for Irregular Holes" was accepted by IEEE Transactions on Circuits and Systems for Video Technology.

Our paper "Reconstruction with robustness: A semantic prior guided face super-resolution framework for multiple degradations" was accepted by Image and Vision Computing.

December 15, 2023 Professor Weisi Lin, visited our lab and gave a talk.

October 20, 2023 Scholar Chao Dong, the first author of SRCNN, visited our lab and gave a talk.

September 2023, the Sino-German Mobility Project Joint Exchange Meeting was successfully held again.

Our paper "MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing" was accepted by ICCV 2023.

Our papers "FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information" and "Brighten-and-Colorize: A Decoupled Network for Customized Low-Light Image Enhancement" were accepted by ACM MM 2023.

We participated the 8th edition of CVPR2023 workshop NTIRE: New Trends in Image Restoration and Enhancement challenge and won 2nd place among final 93 participants.

March 2023, the Sino-German Mobility Project Joint Exchange Meeting was successfully held.

We participated the 5th edition of CVPR2022 UG2+ Challenge: BRIDGING THE GAP BETWEEN COMPUTATIONAL PHOTOGRAPHY AND VISUAL RECOGNITION and won 4th place among final 20 participants.

We participated the 6th edition of CVPR2021 workshop NTIRE: New Trends in Image Restoration and Enhancement challenge and won 11th place among 200+ participants.