Search Results for author: Chaoyan Huang

Found 4 papers, 2 papers with code

Edge-guided Low-light Image Enhancement with Inertial Bregman Alternating Linearized Minimization

no code implementations2 Mar 2024 Chaoyan Huang, Zhongming Wu, Tieyong Zeng

To overcome this limitation, we introduce a simple yet effective Retinex model with the proposed edge extraction prior.

Low-Light Image Enhancement

Dynamic Multimodal Information Bottleneck for Multimodality Classification

1 code implementation2 Nov 2023 Yingying Fang, Shuang Wu, Sheng Zhang, Chaoyan Huang, Tieyong Zeng, Xiaodan Xing, Simon Walsh, Guang Yang

Specifically, our information bottleneck module serves to filter out the task-irrelevant information and noises in the fused feature, and we further introduce a sufficiency loss to prevent dropping of task-relevant information, thus explicitly preserving the sufficiency of prediction information in the distilled feature.

Classification Medical Diagnosis +1

Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks

no code implementations29 Sep 2022 Jianfei Li, Chaoyan Huang, Raymond Chan, Han Feng, Micheal Ng, Tieyong Zeng

Spherical image processing has been widely applied in many important fields, such as omnidirectional vision for autonomous cars, global climate modelling, and medical imaging.

Image Inpainting

Transformer for Single Image Super-Resolution

1 code implementation25 Aug 2021 Zhisheng Lu, Juncheng Li, Hong Liu, Chaoyan Huang, Linlin Zhang, Tieyong Zeng

LTB is composed of a series of Efficient Transformers (ET), which occupies a small GPU memory occupation, thanks to the specially designed Efficient Multi-Head Attention (EMHA).

Image Super-Resolution

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