Image Segmentation

αMatte4K & μMatting: Dataset and Model for Ultra-Micro Precision Alpha Video Matting CVPR 2026 3D Cell Oversegmentation Correction via Geo-Wasserstein Divergence WACV 2026 A-ADAPT: Adaptive Intracranial Artery Segmentation with Morphology-Guided Prompts and Difficulty-Aware Learning MIDL 2026 A Comprehensive Benchmarking and Systematic Analysis of Deep Learning Models for Sonomammogram Segmentation MIDL 2026 AD-GBC: Anisotropic Granular-Ball Skip-Connection Refiner for UNet-Based Medical Image Segmentation CVPR 2026 AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation WACV 2026 An Efficient Multi-Rater Setup Towards Personalized and Diversified Medical Image Segmentation WACV 2026 ASTIH: A collection of axon and myelin segmentation datasets from multiple histology studies MIDL 2026 Attack for Defense: Adversarial Agents for Point Prompt Optimization Empowering Segment Anything Model CVPR 2026 Audio-sync Video Instance Editing with Granularity-Aware Mask Refiner CVPR 2026 Automated Pore Detection from In-Situ FDM 3D Printing Video: A Comparative Evaluation of Modern Segmentation Models WACV 2026 BackSplit: The Importance of Sub-dividing the Background in Biomedical Lesion Segmentation CVPR 2026 Best Segmentation Buddies for Image-Shape Correspondence CVPR 2026 Better, Stronger, Faster: Tackling the Trilemma in MLLM-based Segmentation with Simultaneous Textual Mask Prediction CVPR 2026 Better than Average: Spatially-Aware Aggregation of Segmentation Uncertainty Improves Downstream Performance CVPR 2026 Beyond Euclidean Assumptions: Geometry-Aware Adaptive Routing for Remote Sensing Segmentation AAAI 2026 Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization AAAI 2026 Beyond scalar losses: calibrating segmentation models via gradient vector field surgery MIDL 2026 Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation AAAI 2026 Binary-Gaussian: Compact and Progressive Representation for 3D Gaussian Segmentation AAAI 2026 Boundary-Responsive Differentiable Gating for Superpixel-Based Segmentation CVPR 2026 BREPS: Bounding-Box Robustness Evaluation of Promptable Segmentation AAAI 2026 Bridging Day and Night: Target-Class Hallucination Suppression in Unpaired Image Translation AAAI 2026 Bridging Granularity Gaps: Hierarchical Semantic Learning for Cross-domain Few-shot Segmentation AAAI 2026 Calibration-Aware Semi-Supervised Fetal Head Segmentation with Boundary-Positive Contrast MIDL 2026