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. GFR-SAM: Training-Free Referring Camouflaged Object Segmentation via Cross-Image Prompting

    Jul 13, 2026Yilong Yang, Jianxin Tian, Shengchuan Zhang +1Image SegmentationPromptable Image Segmentation

    Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University

  2. Parallax Portrait Matting

    Jul 13, 2026Xin Cai, Jiawen Chen, Lars Jebe +2Image SegmentationImage Editing

    Multimedia Laboratory, The Chinese University of Hong Kong, Hong Kong SAR, China · Shanghai AI Laboratory, Shanghai, China · Adobe NextCam, San Jose, CA, USA +1

  3. HyperBank: A Differentiable Bank of Classical Priors for Few-Shot Spheroid Microscopy Segmentation

    Jul 12, 2026M. Průšek, A. Novozámský, F. Šroubek +3Image SegmentationMicroscopy Image Analysis

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

  4. Self-supervised Automatic Matting

    Jul 11, 2026Xiaonan Hu, Zhiyuan Lu, Jingdong Zhao +1Image Segmentation

    Huazhong University of Science and Technology, China · Beijing Normal University, China · Waseda University, Japan

  5. ScratNet: A Swin-Based Multi-Scale Dilated Network with Precision Refinement for Semiconductor Scratch Segmentation

    Jul 11, 2026Sachin Ranjan, Hoon KimImage SegmentationVision Transformer

    Machine Intelligence and Data Science (MINDS) Lab and the M.S. Program in Electronics Engineering, Incheon National University, Incheon 22012, South Korea · Machine Intelligence and Data Science (MINDS) Lab and the Department of Electronics Engineering, Incheon National University, Incheon 22012, South Korea

  6. REBASE: Reference-Background Subspace Elimination for Training-Free In-Context Segmentation

    Jul 10, 2026Mantha Sai Gopal, Jaison Saji Chacko, Harsh Nandwana +3Image SegmentationPromptable Image Segmentation

    CamCom Technologies Private Limited*

  7. Attention-Based Segmentation of WMHs and Differentiation of Vascular vs. Demyelinating Lesions

    Jul 9, 2026Aina Tur-Serrano, Gabriel Moyà-Alcover, Francisco J. Perales LópezImage SegmentationMedical Image Segmentation

    UGiVIA Research Group, Dpt. of Mathematics and Computer Science, Universitat de les Illes Balears, Palma de Mallorca, 07122, Spain

  8. Widest-Path Reachability Fields for Connectivity-Preserving Slender Structure Segmentation

    Jul 8, 2026Youcheng Zong, Runda Jia, Minxuan Hu +2Image SegmentationTopology-Preserving Image Segmentation

    College of Information Science and Engineering, Northeastern University, Shenyang 110004, China · Changsha Stomatological Hospital, Changsha 410005, China

  9. Enhanced Seam Segmentation for Automated Welding Robot in Construction Through Transfer Learning: Addressing Limitations of Bilateral Segmentation Network

    Jul 7, 2026Keonvin Park, Yong Ann Voeurn, Hyeokjun Kweon +1Image SegmentationRobotics

    Interdisciplinary Program in Artificial Intelligence, Seoul National University, Seoul, 08826, Republic of Korea · Department of Civil Engineering and Construction, Georgia Southern University, Statesboro, GA 30460, USA · The Graduate School of Advanced Imaging Science, Multimedia & Film, Chung-Ang University, Seoul, 06974, Republic of Korea

  10. Probe-EM: Targeted Neuron Tracing via Training-Free Semantic Verification

    Jul 6, 2026Liuyun Jiang, Yanchao Zhang, Jinyue Guo +5Image SegmentationMicroscopy Image Analysis

    State Key Laboratory of Brain Cognition and Brain-inspired Intelligence Technology, Institute of Automation, Chinese Academy of Sciences, Beijing, China · School of Future Technology, University of Chinese Academy of Sciences · School of Artificial Intelligence, University of Chinese Academy of Sciences +1

  11. Road-Aware Anomaly Segmentation with Query-Guided Polygons and CLIP in Autonomous Driving

    Jul 5, 2026Zhiran Yan, Gordon ElgerImage SegmentationAutonomous Driving Perception

    Institute of Innovative Mobility (IIMo), Technical University Ingolstadt of Applied Sciences, Ingolstadt, 85049, Germany. · Fraunhofer Institute for Transportation and Infrastructure Systems IVI, Ingolstadt, 85051, Germany.

  12. Pixel-Precise Explainable Stress Indexing: A Semantic Segmentation Framework for Disease Severity Quantification in Field Crops

    Jul 5, 2026Raunak Kumar, Soumyashree KarAgricultural Image AnalysisImage Segmentation

    Centre of Studies in Resources Engineering Indian Institute of Technology Bombay Mumbai, Maharashtra, India

  13. Exploring SAM Supervision for Fine-Grained UAV Target Segmentation under Data Scarcity

    Jul 4, 2026Le-Anh TranImage SegmentationRemote Sensing Image Segmentation

  14. When Does Resolution Help a Frozen Backbone? Global Attention at Resolution Predicts Scalable Adaptation for Camouflaged and Marine Animal Segmentation

    Jul 2, 2026Tyler Rust, Chandra KambhamettuImage SegmentationVision Foundation Model Adaptation

    University of Delaware · University of South Florida

  15. Beyond Pixel Overlap: A Framework for Decomposing Segmentation Evaluation Metrics

    Jul 1, 2026Youwei Pang, Xiaoqi ZhaoImage Segmentation

    Nanyang Technological University

  16. PGE-SAM: Prompt-Guided Feature Enhancement for Interactive Segmentation under Degradation

    Jun 29, 2026Tuan-Duc Nguyen, Anh-Tuan Mai, Duc-Trong LeInteractive Medical Image SegmentationImage Segmentation

    FPT Software AI Center · VNU University of Engineering and Technology

  17. CCRC: A Change-Aware Captioning and Reasoning Chain for Image Change Captioning and Segmentation

    Jun 27, 2026Jinhong Hu, Xiaoping Wang, Shuyin Huang +3Image CaptioningImage Segmentation

    College of Computer Science and Electronic Engineering, Hunan University, China · Guangxi Minzu University, China · National University of Defense Technology, China

  18. Temporal-Emerged Prompting for Segment Anything in Multiframe Infrared Small Target Detection

    Jun 26, 2026Yinghui Xing, Donghao Chu, Shizhou Zhang +1Image SegmentationPromptable Image Segmentation

    Huawei Technologies Ltd.

  19. Beyond Aesthetics: Quantifying Information Loss in Turbid Scenes

    Jun 24, 2026Vasiliki Ismiroglou, Stefan H. Bengtson, Tasos Benos +2Image SegmentationUnderwater Imaging

    Visual Analysis and Perception Laboratory, Aalborg University, Denmark · Pioneer Centre for Artificial Intelligence, Denmark

  20. DCSNet: Multiscale Feature Aggregation for Small Medical Object Segmentation with Detection-guided Hierarchical Cropping

    Jun 24, 2026Shanfeng Zhang, Bo Gou, Yue Cao +3Image SegmentationMulti-Scale Feature Fusion

    College of Computer Science, Sichuan University, 610065, Chengdu, China · The First Affiliated Hospital of Chengdu Medical College, School of Clinical Medicine, Chengdu Medical College, 610065, Chengdu, China · School of Artificial Intelligence, Sichuan University, 610065, Chengdu, China

  21. Ingredient-Level Food Image Segmentation for Nutrition Awareness

    Jun 23, 2026Jonesh ShresthaImage SegmentationSemantic Segmentation

    Jarvis College of Computing and Digital Media DePaul University Chicago Illinois United States

  22. From Reconstruction to Decision: A Post-Encoder Plug-in Adapter for Curvilinear Segmentation

    Jun 22, 2026Qin Lei, Jiang Zhong, Xin Xiao +2Image SegmentationTopology-Preserving Image Segmentation

    Center for Big Data and Intelligent Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China · College of Computer Science, Chongqing University, Chongqing, China · Key Laboratory of Digital Health and Intelligent Medicine, Chongqing Municipal Health Commission, Chongqing, China +1

  23. SEMIR: Topology-Preserving Graph Minors for Thin-Structure Segmentation

    Jun 22, 2026Luke James Miller, Yugyung LeeImage SegmentationGraph Coarsening

    University of Missouri-Kansas City, Kansas City MO 64110, USA

  24. Polynomial Dice Loss for Medical Image Segmentation

    Jun 22, 2026Hiroaki AizawaImage SegmentationMedical Image Segmentation

    Graduate School of Advanced Science and Engineering Hiroshima University Higashi-Hiroshima, Japan

  25. Accurate identification and measurement of the precipitate area by two-stage deep neural networks in novel chromium-based alloys

    Jun 20, 2026Zeyu Xia, Kan Ma, Sibo Cheng +7Image SegmentationMaterials Science

    Queensland University of Technology, Queensland 4000, Australia · School of Metallurgy and Materials, University of Birmingham, Birmingham B15 2SQ, United Kingdom. · Data Science Institute, Department of Computing, Imperial College London, London SW7 2AZ, United Kingdom. +4

  26. CurvSegFlow: Time-Conditioned Flow Matching for Robust Segmentation of Curvilinear Structures in Noisy Biomedical Images

    Jun 19, 2026Sidi Mohamed Sid'El Moctar, Achraf Ait Laydi, Alexandre Beber +4Flow MatchingImage Segmentation

    CNRS, Univ. Rennes, Institute of Genetics and Development of Rennes (IGDR), Rennes, France · TIAD Laboratory, Sciences and Technology Faculty, Sultan Moulay Slimane Univ, Beni Mellal, Morocco · Institute of Biotechnology, Czech Academy of Sciences, Vestec, Czech Republic

  27. Technical Report for ICRA 2026 GOOSE 2D Fine-Grained Semantic Segmentation Challenge: Exploring Query-Based Segmentation and Increased Spatial Context for Outdoor Scene Understanding

    Jun 19, 2026David Pascual-Hernández, Roberto Calvo-Palomino, Inmaculada Mora-Jiménez +1Image SegmentationSemantic Segmentation

    1Authors are with Department of Signal Theory and Communications, Telematics and Computing Systems, Rey Juan Carlos University, Fuenlabrada, 28943, Spain.

  28. Neural Architecture Distributions: A New Paradigm for Stochastic Segmentation

    Jun 19, 2026Conghui Li, Junhao Huang, Chern Hong Lim +2Image SegmentationMedical Image Segmentation

    School of Information Technology, Monash University Malaysia, Selangor, Malaysia · Centre for Data Science and Artificial Intelligence, School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand

  29. Sparse Point-Guided Fusion of Supervised and Self-Supervised Learning Model for Seaweed Segmentation

    Jun 19, 2026Tatsuya Suzuki, Kazuya Ijuin, Hideki Tomimori +2Image SegmentationInstance Segmentation

    Fujitsu Limited Kawasaki, Japan

  30. Automatic ply-specific analyses of CFRP micrographs using shortest-path-based ply distinction

    Jun 17, 2026Jonas Naumann, Jonas P. Appels, Julius Biermann +3Image SegmentationInstance Segmentation