Image Segmentation

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13 papers in the last four weeks, up 44% on the four weeks before. 0.1% of all new papers.

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  1. One-Shot Adaptive Segmentation For Scientific Images

    Oct 7, 2026Tejaswi V. Panchagnula, Allison M. Davis, Fengqing ZhuImage SegmentationVision Foundation Model Adaptation

    Elmore Family School of Electrical and Computer Engineering Purdue University West Lafayette, Indiana, USA 47907

  2. Playing with Kruskal: algorithms for flat and hierarchical watershed cuts

    Oct 7, 2026Jean Cousty, Laurent Najman, Benjamin Perret +1Image Segmentation

    LIGM · KUSTAR, LIGM · CRIStAL

  3. FrontVeg V2: A Training-Free Software Framework for Foreground-Aware Zero-Shot Plant Trait Segmentation in High-Resolution Images of Trellised Crops

    Oct 5, 2026Abdoul Djalil Ousseini Hamza, Herearii Metuarea, Corentin Lothod{é} +6Image SegmentationPlant Phenotyping

    IRHS-IMHORPHEN,DPT SPE · GAFL · SVQV,BAP +2

  4. MorphoBranch: A Fine-Structure-Preserving Workbench for Morphometric Analysis of Branched Cellular Structures

    Oct 1, 2026Song Zhiying, Ling Hanyi, Wu Junyi +1Image SegmentationMicroscopy Image Analysis

    School of Data Science, Zhejiang University of Finance and Economics, Hangzhou, 310018, China · College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, 310027, China · School of Information Technology and Artificial Intelligence, Zhejiang University of Finance and Economics, Hangzhou, 310018, China

  5. Seeing as Humans Do: Learning from Motion to Segment Anything Without Supervision

    Sep 30, 2026Weijian Jian, Xiaoyue Zhang, Bin Xiao +5Image SegmentationSelf-Supervised Learning

    AI Research · Independent Researcher · University of Ottawa +1

  6. Sparse cubical complexes for efficient topology-preservation in image data

    Sep 29, 2026Alexander H. Berger, Marco Fontana, Daniel Rueckert +3Image SegmentationTopology-Preserving Image Segmentation

    Weill Cornell Medicine, New York, USA · Technical University of Munich, Munich, Germany · Department of Computing, Imperial College London, UK +3

  7. ProGuT: Label-Efficient Panoptic Segmentation for Forest Scenes

    Sep 29, 2026Pankaj Deoli, Karsten BernsImage SegmentationPanoptic Segmentation

    Robotics Research Lab, RPTU Kaiserslautern-Landau Gottlieb-Daimler-Str. 48, 67663 Kaiserslautern, Germany

  8. UnfoldCRF: Structured Mask Refinement with Image-Conditioned Latent Regions

    Sep 27, 2026Chunming He, Rihan Zhang, Lei Xu +5Image SegmentationConditional Random Fields

    Duke University · EPFL · National University of Singapore +2

  9. When Noise Meets Long-Tail: Feature-Threshold Dual Calibration for Robust Pseudo-Labeling

    Sep 27, 2026Ping Guo, Zhiqi Huang, Xinran LiImage SegmentationLong-Tail Learning

    Graduate School of Information, Production and Systems, Waseda University, Kitakyushu, Japan · School of Software, Dalian University of Technology, Dalian, China · School of Artificial Intelligence, The Chinese University of Hong Kong, Shenzhen, China

  10. Overlapping Visual Grouping Without Semantic Priors

    Sep 23, 2026Teemu Saukkio, Hashem Haghbayan, Juha PlosilaImage Segmentation

    University of Turku, Faculty of Technology, Department of Computing, Turku, Finland

  11. Initialization and Stopping Tolerance in CPU Dermoscopic Segmentation

    Sep 22, 2026Wenhao Xu, Yixian Kong, Ting Pan +2Image SegmentationMedical Image Segmentation

    Zhengzhou Police University, Zhengzhou, China · School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China · Qilu University of Technology and Jinan Supercomputing Center, Jinan, China

  12. FSANet: Frequency-Spatial Aware Network for Image Segmentation

    Sep 15, 2026Ruibo Wang, Ziyi Shen, Huaming Wu +2Image SegmentationBoundary-Aware Segmentation

    Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, 2600 AA Delft, Netherlands · School of Biomedical Engineering, Southern Medical University, Guangzhou, Guangdong, China · Center for Applied Mathematics, Tianjin University, Tianjin 300072, China +1

  13. A Sentinel-2 benchmark dataset for deep-learning active-fire segmentation across 25 California wildfires

    Sep 14, 2026Shreyan Mitra, Mohammadreza Narimani, Parastoo FarajpoorImage SegmentationRemote Sensing Image Segmentation

    California High School, San Ramon, CA, 94583, USA · Department of Biological and Agricultural Engineering, University of California, Davis, Davis, CA, 95616, USA

  14. BruNet: A Cross-Domain Transfer Framework for Bruise Segmentation

    Sep 11, 2026Qiming Wang, Richard J. Motley, Ebube E. Obi +2Image SegmentationMedical Image Segmentation

    Cardiff University United Kingdom

  15. MorphoOrgaAgent: A Foundation-Model-Based Multi-Agent System for Autonomous Organoid Analysis

    Sep 8, 2026Hanyi Zhang, Maximilian Hoermann, Lion J. Gleiter +5Image SegmentationInstance Segmentation

    Helmholtz AI, Helmholtz Munich - German Research Center for Environmental Health, Neuherberg, Germany · Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany · School of Computation, Information and Technology, Technical University of Munich, Munich, Germany +4

  16. Weakly supervised neural network: segmentation of complex structures in X-ray microCT

    Sep 7, 2026Daniele Rusconi, Michela Ascolese, Stephanie Fest-Santini +2Image SegmentationWeakly Supervised Image Segmentation

    Department of Engineering and Applied Sciences, University of Bergamo Viale Marconi 20, 24044 Dalmine, Italy · Department of Physics “G. Occhialini”, University of Milano-Bicocca Piazza della Scienza 3, 20126 Milan, Italy · INFN Milano-Bicocca Piazza della Scienza 3, 20126 Milan, Italy +2

  17. FoRIS: Progressive Foreground Refinement for Training-Free In-Context Segmentation

    Sep 3, 2026Ming Hu, Jianfu Yin, Mingyu Dou +5Image SegmentationFew-Shot Semantic Segmentation

    Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences · University of Chinese Academy of Sciences · Xi’an Jiaotong University +1

  18. Exemplar: Classical Priors Complement Frozen Features for Few-Shot Microscopy Segmentation at Native Resolution

    Sep 2, 2026Michal Průšek, Adam Novozámský, Filip ŠroubekImage SegmentationFew-Shot Semantic Segmentation

    The Czech Academy of Sciences, Institute of Information Theory and Automation, Czechia

  19. Scale-based Approach for Active Wildfire Segmentation on Satellite Imagery

    Sep 1, 2026Matheus F. Kovaleski, Cristiano Premebida, João Ruivo PauloImage SegmentationRemote Sensing Image Segmentation

    Institute of Systems and Robotics, Department of Electrical and Computer Engineering, University of Coimbra, Portugal

  20. Multimodal RGB-Infrared Combination for UAV-Based Wildfire Segmentation: A Comparative Study on FLAME3

    Sep 1, 2026Matheus F. Kovaleski, Luís Garrote, Cristiano Premebida +2Image SegmentationRemote Sensing Image Segmentation

    Institute of Systems and Robotics, Department of Electrical and Computer Engineering, University of Coimbra, Portugal · University of Coimbra, CEMMPRE, ARISE, Department of Mechanical Engineering, Polo II, PT-3030-788 Coimbra, Portugal

  21. GazeRefine: Expert Gaze as a Test-Time Prompt for Training-Free Medical Image Segmentation

    Sep 1, 2026Mohammed Oussama Benyahia, Marouane Tliba, Mohamed Amine Kerkouri +10Interactive Medical Image SegmentationImage Segmentation

    Université Sorbonne Paris Nord · Northwestern University · VSB-Technical University of Ostrava

  22. FoundYou: A Unified Model for Personalized Segmentation and Retrieval

    Aug 30, 2026Gabriele Trivigno, Marcos Alfaro, Claudia Cuttano +3Image SegmentationPromptable Image Segmentation

    Politecnico di Torino · Miguel Hernández University of Elche · Valencian Graduate School and Research Network of Artificial Intelligence

  23. Multi-Agent Target-Existence Verification and Learned Mask Geometry Refinement: Winning Report of the MeViS-Text Track at the 8th LSVOS Challenge 2026

    Aug 11, 2026Jungyoon Lee, Gyuil Lim, Doeon Kim +1Image SegmentationReferring Video Object Segmentation

    Department of AI Convergence Security, Soongsil University, Republic of Korea · Department of AI Convergence, Soongsil University, Republic of Korea · Department of Intelligent Semiconductors, Soongsil University, Republic of Korea

  24. Precise Top-Layer Fabric Segmentation for Fabric Destacking with Edge- and Shape-Aware Deep Networks

    Aug 11, 2026Wenbo Dong, Dipankar Bhattacharya, Akinari Kobayashi +6Image SegmentationBoundary-Aware Segmentation

    JC STEM Lab of Robotics for Soft Materials, Department of Electrical and Electronic Engineering, Faculty of Engineering, The University of Hong Kong, Hong Kong SAR, China · Centre for Transformative Garment Production, Hong Kong SAR, China · Department of Electrical and Electronic Engineering, Faculty of Engineering, The University of Hong Kong, Hong Kong SAR, China

  25. Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation

    Aug 10, 2026Shuaishuai Cao, Shuwei Peng, Meng Tang +5Image SegmentationRemote Sensing Image Segmentation

    Central South University · University of Chinese Academy of Sciences · Aberystwyth University +3

  26. Toward Mask Annotation-Free Surgical Instrument Segmentation from Endoscopic Images Using Text-Prompted Segment Anything Model 3 (SAM3)

    Aug 9, 2026Nakul Poudel, Richard Simon, Cristian A. LinteImage SegmentationText-Guided Image Segmentation

    Center for Imaging Science, Rochester Institute of Technology, Rochester, NY 14623, USA · Biomedical Engineering, Rochester Institute of Technology, Rochester, NY 14623, USA

  27. RenderMatte: Exact-Alpha Rendering and Group-Relative Alignment for Image Matting

    Aug 9, 2026Zecheng Ren, Yafei Hu, Jianing Zhao +3Diffusion Model AlignmentImage Segmentation

    Waseda University · Shanghai Jiao Tong University · National University of Singapore

  28. GeoDistill-Refine: Silhouette-First Geometry Distillation for Annotation-Free Spacecraft Segmentation

    Aug 7, 2026Yonglong Zhang, Zongwu Xie, Yang LiuImage SegmentationPseudo-Labeling

    School of Mechatronics Engineering, Harbin Institute of Technology, Harbin, Heilongjiang, China

  29. MAVISEG: Manifold Propagation and Visual Prototypes for Zero-Shot Open-Vocabulary Segmentation in Diffusion Transformers

    Aug 6, 2026Rajatsubhra Chakraborty, Xujun Che, Ritabrata Chakraborty +2Image SegmentationDiffusion Transformer

    University of North Carolina at Charlotte, Charlotte, NC, USA · Manipal University Jaipur, Jaipur, Rajasthan, India

  30. From Transparent Labware Segmentation to Collision Avoidance: A Real-Time Edge-Aware Perception Pipeline

    Aug 5, 2026Shijun Ding, Chen Qian, Weiwei Shang +1Image SegmentationInstance Segmentation