Computer Vision › Processing ›

Image Segmentation

2049 directly classified papers

Papers per year

Papers

MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation AAAI 2026

HD²-SSC: High-Dimension High-Density Semantic Scene Completion for Autonomous Driving AAAI 2026

RIS-LAD: A Benchmark and Model for Referring Image Segmentation in Low-Altitude Drone Imagery AAAI 2026

UniMapGen: A Generative Framework for Large-Scale Map Construction from Multi-modal Data AAAI 2026

P-SLCR: Unsupervised Point Cloud Semantic Segmentation via Prototypes Structure Learning and Consistent Reasoning AAAI 2026

Decoding with Structured Awareness: Integrating Directional, Frequency-Spatial, and Structural Attention for Medical Image Segmentation AAAI 2026

Collaborative Transformers with Multi-Level Forensic Attention for Image Manipulation Localization AAAI 2026

Training-free Boosting for Few-shot Segmentation via Generalizing Semantic Mining AAAI 2026

S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything Without Supervision AAAI 2026

EccoMamba: Enhanced Cross-hierarchical Continuity Orthogonal Mamba for Medical Image Segmentation AAAI 2026

SegDINO3D: 3D Instance Segmentation Empowered by Both Image-Level and Object-Level 2D Features AAAI 2026

Bridging Granularity Gaps: Hierarchical Semantic Learning for Cross-domain Few-shot Segmentation AAAI 2026

JoDiffusion: Jointly Diffusing Image with Pixel-Level Annotations for Semantic Segmentation Promotion AAAI 2026

BREPS: Bounding-Box Robustness Evaluation of Promptable Segmentation AAAI 2026

Do We Need Perfect Data? Leveraging Noise for Domain Generalized Segmentation AAAI 2026

Do Audio-Visual Segmentation Models Truly Segment Sounding Objects? AAAI 2026

Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective AAAI 2026

SSR-SAM: Retrieval-Style Segment Anything Model for Semi-Supervised Ultra-High-Resolution Image Segmentation AAAI 2026

Bridging Day and Night: Target-Class Hallucination Suppression in Unpaired Image Translation AAAI 2026

CrossCut: Cross-Patch Aware Interactive Segmentation for Remote Sensing Images AAAI 2026

Decoupling Continual Semantic Segmentation AAAI 2026

Task-Aware 3D Affordance Segmentation via 2D Guidance and Geometric Refinement AAAI 2026

DAPE: Harmonizing Content-Position Encoding for Versatile Dense Visual Prediction AAAI 2026

VasoMIM: Vascular Anatomy-Aware Masked Image Modeling for Vessel Segmentation AAAI 2026

Escaping the CAM Shadow: Uncertainty-Guided Reliable Learning for Weakly Supervised Semantic Segmentation AAAI 2026