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. NeuroAdaptTrainer: A Fiji/ImageJ Plugin for YOLO-Based Neuron Segmentation, InteractiveCorrection and Transfer Learning

    Aug 5, 2026Daniela Eraso-Casas, Gerard Villarroya-Pique, Esther Serrano-Pertierra +4Image SegmentationInstance Segmentation

    aComputer Sciences Department, University of Oviedo, Asturias, Spain · bElectrical Engineering Department, University of Oviedo, Asturias, Spain · cBiomedical Engineering Center (BME), University of Oviedo, Asturias, Spain +3

  2. Foreseeing the Invisible: Amodal Reconstruction of Leaf Fossil Images

    Aug 5, 2026Liuxiang Yue, Ailin Zhang, Ziyue Zhao +1Image SegmentationImage Reconstruction

    Global College Shanghai Jiao Tong University Shanghai, China

  3. Beyond Isotropic Assumptions: Continuity-Constrained Segmentation and GPU Morphometry for Nanoscale GBM Analysis

    Aug 4, 2026Arash Fatehi, Robin Ebbestad, Linus Butt +7Image Segmentation3D Medical Image Segmentation

    Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany · Center for Molecular Medicine Cologne (CMMC), University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany · Science for Life Laboratory, Department of Women’s and Children’s Health, Karolinska Institutet, Solna, Sweden +6

  4. Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation

    Aug 3, 2026Jiazhen Liu, Mingkuan Feng, Long ChenEfficient Multimodal InferenceImage Segmentation

    The Hong Kong University of Science and Technology (HKUST), Hong Kong.

  5. Grounding Agentic VLMs with Dedicated Segmentation for Fine-Grained Vehicle Damage Assessment

    Aug 3, 2026Vishwajeet Shivaji Hogale, Anjali Pai, Nitya RaviImage SegmentationVision-Language Grounding

    Northeastern University

  6. ST-LoRA: Single Trajectory LoRA Ensemble for Uncertainty Aware Agricultural Segmentation

    Aug 2, 2026Mohamed Farag, Genc Hoxha, Yahia Maleki +2Image SegmentationEnsemble Learning

    Machine Learning in Agriculture Lab, Institute of Geodesy and Geoinformation, University of Bonn, Bonn, Germany · Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia · Lamarr Institute for Machine Learning and Artificial Intelligence, University of Bonn, Bonn, Germany

  7. SSR: Similarity-Shift Refinement for Training-Free Object-Centric Masks

    Aug 2, 2026Xiaoqian Lu, Guangfu GuoImage SegmentationObject-Centric Representation Learning

    University of Ottawa · Clemson University

  8. MBO Scheme for Local Chan--Vese Segmentation

    Aug 1, 2026Kevin Bui, Adina CiomagaImage Segmentation

    Department of Mathematics, University of California, Irvine, 340 Rowland Hall, Irvine, CA 92697-3875, USA · Université Paris Cité, CNRS, Sorbonne Université, Laboratoire Jacques-Louis Lions (LJLL), F-75006 Paris, France · & Octav Mayer Institute of Mathematics, Romanian Academy, Iaşi Branch, 700506 Iaşi, Romania.

  9. Progressive Decision-Making for Localizing Open-Ended AI-Generated Image Forgeries

    Jul 31, 2026Jingyi Hou, Xiaoxia Chen, Leyu Zhou +2Image SegmentationImage Forgery Localization

    School of Artificial Intelligence, University of Science and Technology Beijing, Beijing 100083, China · Institute of Artificial Intelligence, University of Science and Technology Beijing, Beijing 100083, China · Key Laboratory of Intelligent Bionic Unmanned Systems, Ministry of Education, University of Science and Technology Beijing, Beijing 100083, China

  10. Learning from Adversity: Semantic-Aware Mask Refinement through Adversarial Perturbation

    Jul 31, 2026Beomyoung Kim, Sung Ju HwangImage SegmentationAdversarial Perturbations

    NAVER Cloud · KAIST

  11. SAM+D: Parameter-Efficient Dimensional Lifting of SAM-Family Models via Depth-Routed LoRA and Depth Shifting

    Jul 31, 2026Yu Song, Hao Sun, Shiyu Teng +2Image SegmentationVision Foundation Model Adaptation

    College of Information Science and Engineering, Ritsumeikan University 2-150 Iwakura-cho, Ibaraki, Osaka 567-8570, Japan

  12. BATS: Resource-Efficient Volumetric Segmentation with Boundary-Aware Mixed-Resolution Tokens

    Jul 29, 2026David Hagerman, Roman Naeem, Fredrik KahlImage Segmentation3D Medical Image Segmentation

    Chalmers University of Technology, 412 96 Gothenburg, Sweden

  13. A Picture Says Thousands of Words - Harnessing Dermal Exposure Data from Images through Hybrid Deep Learning for Enhanced Safety Assessment

    Jul 28, 2026Hua Qian, Manisha Kotha, Tuan Tran +2Image Segmentation

  14. Food Image Segmentation with LLM-Derived Ingredient Labels and Multimodal Fusion

    Jul 28, 2026Jui-Feng Chi, Wei-Ta Chu, Sheng-Long LinImage SegmentationText-Guided Image Segmentation

    National Cheng Kung University, Tainan, Taiwan

  15. Leak-Free Cross-Validated Stacking with Per-Architecture Calibration for Sand-Boil Segmentation in Earthen Levees

    Jul 28, 2026Padam Jung Thapa, Anav Katwal, Ayon Dey +4Image SegmentationEnsemble Learning

    The Center for Advanced Computer Studies (CACS), School of Computing and Informatics, University of Louisiana at Lafayette, Lafayette, LA 70504, USA · Department of Computer Science, LSU New Orleans, New Orleans, LA 70148, USA · US Army Corps of Engineers, Engineer Research and Development Center, Vicksburg, MS 39180, USA

  16. ESRVS: Extreme Semi-Supervised Retinal Vessel Segmentation with a Single Annotated Image

    Jul 27, 2026Mingzhi Xu, Yizhe ZhangImage SegmentationRetinal Vessel Segmentation

    Nanjing University of Science and Technology, Nanjing, China

  17. Superpixel-Based QUBO for Scalable Quantum-Enhanced Medical Image Segmentation

    Jul 27, 2026Mohammad Chalhoub, Mahdi Chehimi, Laia Domingo +3Image SegmentationQuadratic Unconstrained Binary Optimization

    Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon · Centre de Visi´o per Computador (CVC), Barcelona, Spain · Ingenii Inc., New York, USA +3

  18. SILICA: Repurposing Diffusion Priors for Joint Glass Segmentation and Depth Estimation

    Jul 27, 2026Tarun R, Anuj Verma, Laksh Nanwani +2Image SegmentationDepth Estimation

    Robotics Research Center (RRC), IIIT Hyderabad

  19. LCMamNet: A Lightweight Cross-scale Mamba Network for Infrared Small Target Detection

    Jul 27, 2026Yuhao Fan, Le Hui, Yuchao DaiImage SegmentationInfrared Small Target Detection

    School of Electronics and Information, Northwestern Polytechnical University, Xi’an 710072, China

  20. Perturbation-Aware Diffusion-Guided Hybrid Segmentation for Robust and Annotation-Efficient Plant Stress Phenotyping

    Jul 26, 2026Gurbhit Chaurakoti, Soumyashree KarImage SegmentationPlant Phenotyping

    Department of Electrical Engineering, National Institute of Technology Delhi, New Delhi, 110036, India · Centre of Studies in Resources Engineering, Indian Institute of Technology Bombay, Powai, Mumbai, 400076, India

  21. DishSeg24k: A Large-Scale Benchmark for Food Segmentation with Stochastic Expert Decoding

    Jul 25, 2026Yilin Wang, Haochen Shi, Guanyu Chen +4Image SegmentationInstance Segmentation

    Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China · University of Chinese Academy of Sciences, Beijing, China · Hangzhou Dianzi University, Hangzhou, China +3

  22. From level set evolution to threshold optimization: A grayscale level set framework for image segmentation

    Jul 24, 2026Xingkai Li, Jiebao Sun, Fanghui Song +1Image Segmentation

    School of Mathematics, Harbin Institute of Technology, Harbin, 150001, Heilongjiang, China.

  23. The Lift Spectrum: How Measurement-to-Space Adaptivity Shapes Robustness in Image-Free Single-Pixel Sensing

    Jul 24, 2026Yuyuan Han, Jingwei Li, Xiaoxia Zhang +9Image SegmentationRepresentation Learning

    Electronic Materials Research Laboratory, Key Laboratory of the Ministry of Education and International Center for Dielectric Research, School of Electronic Science and Engineering, Xi’an Jiaotong University, Xi’an 710049, China · Micius Laboratory, Henan Academy of Sciences, Zhengzhou 450052, China · Department of Pharmacy, the First Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710061, China +1

  24. A Smooth Phase-Separation Model for Weak-Boundary Segmentation of Homogeneous Structures

    Jul 24, 2026Zihan Li, Jiebao Sun, Fanghui Song +1Image SegmentationMedical Image Segmentation

    School of Mathematics, Harbin Institute of Technology, Harbin 150001, China

  25. SPDCN: Strip-based Deformable Convolutional Network for Steel Surface Defect Segmentation

    Jul 23, 2026Zhongming Liu, Bingbing Jiang, Guangxin Wan +1Image SegmentationIndustrial Inspection

    School of Artificial Intelligence, Jiangxi Normal University, Nanchang, 330022, China · Jiangxi Provincial Key Laboratory of Intelligent Information Processing and Affective Computing, School of Artificial Intelligence, Jiangxi Normal University, Nanchang, 330022, China

  26. TransBiolab: A Real-World Multi-View Dataset of Cluttered Transparent Biomedical Objects

    Jul 23, 2026Ke Ma, Yifei Wang, Meng Wang +1Image SegmentationDepth Estimation

    School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China · College of Design and Innovation, Tongji University, Shanghai, China · Shanghai Institute for Intelligent Autonomous Systems, Tongji University, Shanghai, China +1

  27. FSB-Net: Frequency-Spatial Boundary Network for Brain Stroke Lesion Segmentation in Non-Contrast CT

    Jul 23, 2026Linke Fan, Xianglong Li, Huixin Huang +1Image SegmentationMedical Image Segmentation

    Tongji University · Shanghai, China · University of Malaya +5

  28. Memory-Augmented Multimodal Large Language Models for Small Object Understanding in Streaming Aerial Videos

    Jul 22, 2026Penglei Sun, Yehua Huang, Zhuoli Tao +8Memory-Augmented VLMsAerial Robotics

    Information Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China · University of Freiburg, Freiburg, German · Hangzhou City University, Hangzhou, China +3

  29. A Unified Variational Framework for Deep Weakly Supervised Image Segmentation

    Jul 22, 2026Yin King Chu, Lingfeng Li, Sung Ha Kang +2Image SegmentationWeakly Supervised Image Segmentation

    Department of Mathematics, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, China · Hetao Institute of Mathematics and Interdisciplinary Sciences, Shenzhen, Guangdong, China · School of Mathematics, Georgia Institute of Technology, Atlanta, GA, 30332, USA +2

  30. From Reconstruction to Interpretation: Zero-Setup Multi-Phase Segmentation of X-ray Tomography Data

    Jul 13, 2026Pradyumna Elavarthi, Arun J. Bhattacharjee, Harrison Lisabeth +4Image SegmentationComputed Tomography

    Department of Computer Science, University of Cincinnati. · Energy Geosciences Division, Lawrence Berkeley National Laboratory. · Center for Advanced Mathematics in Energy Research Applications, Lawrence Berkeley National Laboratory. +1