6 papers
CompareBench: A Benchmark for Visual Comparison Reasoning in Vision-Language Models
Jie Cai, Kangning Yang, Lan Fu +6
We introduce CompareBench, a benchmark for evaluating visual comparison reasoning in vision-language models (VLMs), a fundamental yet understudied skill. CompareBench consists of 1…
OpenRR-1k: A Scalable Dataset for Real-World Reflection Removal
Kangning Yang, Ling Ouyang, Huiming Sun +5
Reflection removal technology plays a crucial role in photography and computer vision applications. However, existing techniques are hindered by the lack of high-quality in-the-wil…
F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal
Jie Cai, Kangning Yang, Ling Ouyang +5
Single Image Reflection Removal (SIRR) technique plays a crucial role in image processing by eliminating unwanted reflections from the background. These reflections, often caused b…
TokenMotion: Decoupled Motion Control via Token Disentanglement for Human-centric Video Generation
Ruineng Li, Daitao Xing, Huiming Sun +3
Human-centric motion control in video generation remains a critical challenge, particularly when jointly controlling camera movements and human poses in scenarios like the iconic G…
VIP: Video Inpainting Pipeline for Real World Human Removal
Huiming Sun, Yikang Li, Kangning Yang +11
Inpainting for real-world human and pedestrian removal in high-resolution video clips presents significant challenges, particularly in achieving high-quality outcomes, ensuring tem…
Survey on Single-Image Reflection Removal using Deep Learning Techniques
Kangning Yang, Huiming Sun, Jie Cai +5
The phenomenon of reflection is quite common in digital images, posing significant challenges for various applications such as computer vision, photography, and image processing. T…