5 papers
FoundDP: Revisiting Weak Disparity Observability in Dual-Pixel Depth Estimation
Fengchen He, Hao Xu, Dayang Zhao +2
Dual-pixel (DP) imaging enables metric depth estimation from a single camera using sub-aperture disparity. However, the extremely small effective baseline limits disparity observab…
StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding
Junxi Wang, Te Sun, Jiayi Zhu +6
Vision agent memory has shown remarkable effectiveness in streaming video understanding. However, storing such memory for videos incurs substantial memory overhead, leading to high…
DreamStereo: Towards Real-Time Stereo Inpainting for HD Videos
Yuan Huang, Sijie Zhao, Jing Cheng +2
Stereo video inpainting, which aims to fill the occluded regions of warped videos with visually coherent content while maintaining temporal consistency, remains a challenging open…
Simulating Dual-Pixel Images From Ray Tracing For Depth Estimation
Fengchen He, Dayang Zhao, Hao Xu +2
Many studies utilize dual-pixel (DP) sensor phase characteristics for various applications, such as depth estimation and deblurring. However, since the DP image features are entire…
DreamPainter: Image Background Inpainting for E-commerce Scenarios
Sijie Zhao, Jing Cheng, Yaoyao Wu +2
Although diffusion-based image genenation has been widely explored and applied, background generation tasks in e-commerce scenarios still face significant challenges. The first cha…