Video Processing

αMatte4K & μMatting: Dataset and Model for Ultra-Micro Precision Alpha Video Matting CVPR 2026 240FPS Stereo Vision from Monocular Mixed Spikes CVPR 2026 3One2: One-Step Regression plus One-Step Diffusion for One-Hot Modulation in Dual-Path Video Snapshot Compressive Imaging AAAI 2026 4DSurf: High-Fidelity Dynamic Scene Surface Reconstruction CVPR 2026 A Bit is All You Need! Efficient Video Capture via Single Bit Imaging CVPR 2026 Adapting Lightweight Image-based Counting Models for Video Crowd Counting CVPR 2026 AdapTok: Learning Adaptive and Temporally Causal Video Tokenization in a 1D Latent Space CVPR 2026 AdaSpot: Spend Resolution Where It Matters for Precise Event Spotting CVPR 2026 AE2VID: Event-based Video Reconstruction via Aperture Modulation CVPR 2026 AeroDGS: Physically Consistent Dynamic Gaussian Splatting for Single-Sequence Aerial 4D Reconstruction CVPR 2026 A Study of Finetuning Video Transformers for Multi-view Geometry Tasks AAAI 2026 Audio-Assisted Face Video Restoration with Temporal and Identity Complementary Learning AAAI 2026 Audio-sync Video Instance Editing with Granularity-Aware Mask Refiner CVPR 2026 BAT: Learning Event-based Optical Flow with Bidirectional Adaptive Temporal Correlation AAAI 2026 Beyond Wide-Angle Images: Structure-to-Detail Video Portrait Correction via Unsupervised Spatiotemporal Adaptation AAAI 2026 BokehCrafter: Taming Video Diffusion Models for Controllable Bokeh Rendering AAAI 2026 BrightRate: Quality Assessment for User-Generated HDR Videos WACV 2026 CamDirector: Towards Long-Term Coherent Video Trajectory Editing CVPR 2026 Content-Adaptive Hierarchical Hyperprior for Neural Video Coding CVPR 2026 ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment AAAI 2026 CoT-Edit: Let CoT Guide Instruction Video Editing CVPR 2026 CRISP: Cylindrical Rendering for In-Stream Point Clouds WACV 2026 Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video AAAI 2026 DetectSCI: Toward Object-Guided ROI Reconstruction for High-Resolution Video Snapshot Compressive Imaging CVPR 2026 D-FCGS: Feedforward Compression of Dynamic Gaussian Splatting for Free-Viewpoint Videos AAAI 2026