Search Results Wangmeng Zuo

Found 242 papers, 155 papers with code

NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Datase

1 code implementation12 Apr 2024 Rongjian Xu, Zhilu Zhang, Renlong Wu, WangMeng Zuo

Despite the significant progress in image denoising, it is still challenging to restore fine-scale details while removing noise, especially in extremely low-light environments.

Image Denoising

TBSN: Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising

2 code implementations11 Apr 2024 Junyi Li, Zhilu Zhang, WangMeng Zuo

For channel self-attention, we observe that it may leak the blind-spot information when the channel number is greater than spatial size in the deep layers of multi-scale architectures.

Computational Efficiency Image Denoising +2

SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions

1 code implementation9 Apr 2024 Xiaoyu Liu, Yuxiang Wei, Ming Liu, Xianhui Lin, Peiran Ren, Xuansong Xie, WangMeng Zuo

The key idea of our SmartControl is to relax the visual condition on the areas that are conflicted with text prompts.

Responsible Visual Editing

1 code implementation8 Apr 2024 Minheng Ni, Yeli Shen, Lei Zhang, WangMeng Zuo

To mitigate the negative implications of harmful images on research, we create a transparent and public dataset, AltBear, which expresses harmful information using teddy bears instead of humans.

MC$^2$: Multi-concept Guidance for Customized Multi-concept Generation

1 code implementation8 Apr 2024 Jiaxiu Jiang, Yabo Zhang, Kailai Feng, Xiaohe Wu, WangMeng Zuo

Customized text-to-image generation aims to synthesize instantiations of user-specified concepts and has achieved unprecedented progress in handling individual concept.

Text-to-Image Generation

ShoeModel: Learning to Wear on the User-specified Shoes via Diffusion Model

no code implementations7 Apr 2024 Binghui Chen, Wenyu Li, Yifeng Geng, Xuansong Xie, WangMeng Zuo

Specifically, we propose a shoe-wearing system, called Shoe-Model, to generate plausible images of human legs interacting with the given shoes.

Image Generation Marketing

Dual-Camera Smooth Zoom on Mobile Phones

no code implementations7 Apr 2024 Renlong Wu, Zhilu Zhang, Yu Yang, WangMeng Zuo

In this work, we introduce a new task, ie, dual-camera smooth zoom (DCSZ) to achieve a smooth zoom preview.

Self-Supervised Video Desmoking for Laparoscopic Surgery

1 code implementation17 Mar 2024 Renlong Wu, Zhilu Zhang, Shuohao Zhang, Longfei Gou, Haobin Chen, Lei Zhang, Hao Chen, WangMeng Zuo

On the other hand, in order to enhance the desmoking performance, we further feed the valuable information from PS frame into models, where a masking strategy and a regularization term are presented to avoid trivial solutions.

Learning Hierarchical Color Guidance for Depth Map Super-Resolution

no code implementations12 Mar 2024 Runmin Cong, Ronghui Sheng, Hao Wu, Yulan Guo, Yunchao Wei, WangMeng Zuo, Yao Zhao, Sam Kwong

On the one hand, the low-level detail embedding module is designed to supplement high-frequency color information of depth features in a residual mask manner at the low-level stages.

Depth Map Super-Resolution