Image Segmentation

PIX-TAB: Efficient PIXel-Precise TABle Structure Recognition Approach with Speculative Decoding and Region-Based Image Segmentation CVPR 2026 PR-MaGIC: Prompt Refinement Via Mask Decoder Gradient Flow For In-Context Segmentation CVPR 2026 PromptMoE: A Segmentation Refinement Framework Leveraging Mixture of Experts for Improved Prompting CVPR 2026 ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling AAAI 2026 PS3: Part Level Instance Segmentation in 3D WACV 2026 P-SLCR: Unsupervised Point Cloud Semantic Segmentation via Prototypes Structure Learning and Consistent Reasoning AAAI 2026 Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast Objects WACV 2026 ReAttnCLIP: Training-Free Open-Vocabulary Remote Sensing Image Segmentation via Re-defined Attention in CLIP CVPR 2026 Region-Wise Correspondence Prediction between Manga Line Art Images CVPR 2026 ReSAM: Refine, Requery, and Reinforce: Self-Prompting Point-Supervised Segmentation for Remote Sensing Images CVPR 2026 RIS-LAD: A Benchmark and Model for Referring Image Segmentation in Low-Altitude Drone Imagery AAAI 2026 RNCA: Self-Repairing Segmentation Masks MIDL 2026 RoadGIE: Towards A Global-Scale Aerial Benchmark for Generalizable Interactive Road Extraction CVPR 2026 Robust Pseudo-Labeling via Decoupled Class-Aware Filtering and Dynamic Category Correction AAAI 2026 S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything Without Supervision AAAI 2026 SAM2Text: Towards Prompt-Free and Multi-Resolution Video Scene Text Segmentation CVPR 2026 SAM3-I: Segment Anything with Instructions ACL 2026 SAMIX: Reinforcing SAM2 with Semantic Adapter and Reference Selecting Policy for Mix-Supervised Segmentation CVPR 2026 SAMTok: Representing Any Mask with Two Words CVPR 2026 Scalable Model-Assisted Multi-Target Estimation in Large Image Collections UAI 2026 Seeing Through the Noise: Improving Infrared Small Target Detection and Segmentation from Noise Suppression Perspective CVPR 2026 SEG4SEG: Identifying Systematic Failure Modes in Segmentation by Subgroup Discovery Methods MIDL 2026 SegDINO3D: 3D Instance Segmentation Empowered by Both Image-Level and Object-Level 2D Features AAAI 2026 SegGBC: Justifiable Coarse-to-Fine Granular-Ball Computing for Enhancing Clustering Image Segmentation CVPR 2026 SegMango: Early Deep Mango Yield Prediction based on Flower Segmentation and Weather Data WACV 2026