2 code implementations • 11 Nov 2022 • Chengpeng Chen, Zichao Guo, Haien Zeng, Pengfei Xiong, Jian Dong
Experiments on ImageNet and COCO benchmarks demonstrate that the proposed RepGhostNet is much more effective and efficient than GhostNet and MobileNetV3 on mobile devices.
2 code implementations • 8 Dec 2021 • Xiaojie Chu, Liangyu Chen, Chengpeng Chen, Xin Lu
Our TLC converts global operations to local ones only during inference so that they aggregate features within local spatial regions rather than the entire large images.
Ranked #1 on Color Image Denoising on Urban100 sigma30
2 code implementations • 13 May 2021 • Liangyu Chen, Xin Lu, Jie Zhang, Xiaojie Chu, Chengpeng Chen
Specifically, we present a novel block: Half Instance Normalization Block (HIN Block), to boost the performance of image restoration networks.
Ranked #3 on Single Image Deraining on Test2800
no code implementations • 17 Sep 2018 • Xinhang Song, Shuqiang Jiang, Luis Herranz, Chengpeng Chen
We show that this limitation can be addressed by using RGB-D videos, where more comprehensive depth information is accumulated as the camera travels across the scene.