no code implementations • 1 Apr 2024 • Jiarui Meng, Haijie Li, Yanmin Wu, Qiankun Gao, Shuzhou Yang, Jian Zhang, Siwei Ma
3D Gaussian Splatting (3DGS) has marked a significant breakthrough in the realm of 3D scene reconstruction and novel view synthesis.
1 code implementation • 17 Mar 2024 • Dian Zheng, Xiao-Ming Wu, Shuzhou Yang, Jian Zhang, Jian-Fang Hu, Wei-Shi Zheng
Universal image restoration is a practical and potential computer vision task for real-world applications.
1 code implementation • 3 Feb 2024 • Zihan Li, Yuan Zheng, Dandan Shan, Shuzhou Yang, Qingde Li, Beizhan Wang, YuanTing Zhang, Qingqi Hong, Dinggang Shen
The proposed ScribFormer model has a triple-branch structure, i. e., the hybrid of a CNN branch, a Transformer branch, and an attention-guided class activation map (ACAM) branch.
Ranked #1 on Semantic Segmentation on ACDC Scribbles
no code implementations • 12 Dec 2023 • Shuzhou Yang, Chong Mou, Jiwen Yu, YuHan Wang, Xiandong Meng, Jian Zhang
Specifically, we construct a neural video field, powered by tri-plane and sparse grid, to enable encoding long videos with hundreds of frames in a memory-efficient manner.
no code implementations • 18 Aug 2023 • Shuzhou Yang, Xuanyu Zhang, Yinhuai Wang, Jiwen Yu, YuHan Wang, Jian Zhang
Specifically, we adopt a naive unsupervised enhancement algorithm to realize preliminary restoration and design two zero-shot plug-and-play modules based on diffusion model to improve generalization and effectiveness.
no code implementations • 29 May 2023 • Zhiying Jiang, Risheng Liu, Shuzhou Yang, Zengxi Zhang, Xin Fan
Extensive experiments on synthetic benchmarks and real-world images demonstrate that the proposed RDMC delivers strong performance on the depiction of rain streaks and outperforms the state-of-the-art methods.
1 code implementation • ICCV 2023 • Shuzhou Yang, Moxuan Ding, Yanmin Wu, Zihan Li, Jian Zhang
Finally, extensive experiments demonstrate the robustness and superior effectiveness of our proposed NeRCo.
1 code implementation • 10 Mar 2022 • Yinhuai Wang, Shuzhou Yang, Yujie Hu, Jian Zhang
Unlike the pinhole, the thin lens refracts rays of a scene point, so its imaging on the sensor plane is scattered as a circle of confusion (CoC).