Semantic Segmentation

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21 papers in the last four weeks, up 24% on the four weeks before. 0.2% of all new papers.

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  1. Stride Independent Patching for Deep Learning

    Oct 8, 2026Olivier RukundoImage SegmentationSemantic Segmentation

    Department of Electronic and Computer Engineering; University of Limerick

  2. Insights from Autoresearch for Solar Panel Segmentation

    Oct 7, 2026Justinas Lekavicius, Kursat Komurcu, Valentas Gruzauskas +1Large Language Model-Guided OptimizationSemantic Segmentation

    Vilnius University, Institute of Computer Science, Artificial Intelligence Methods Lab · IRISA, Université Bretagne Sud · European Commission Joint Research Centre

  3. MultiFly: A Real-World Multimodal Aerial Dataset with Annotation-Efficient Label Transfer and Cross-Modal Semantic Consistency

    Oct 7, 2026Markus Gross, Andreas Greiner, Taehyoung Kim +12Remote Sensing BenchmarksSemantic Segmentation

    Autonomous Aerial Systems, Fraunhofer Institute IVI · Computer Vision Group, Technical University of Munich · Munich Center for Machine Learning (MCML) +2

  4. A Probabilistic Perspective on Wasserstein-Based Evidential Uncertainty for Out-of-Distribution Segmentation

    Oct 7, 2026Arnold Brosch, Abdelrahman Eldesokey, Michael Felsberg +1Segmentation Uncertainty EstimationEvidential Deep Learning

    Heinrich-Heine-University Düsseldorf, Universitätsstraße 1, 40225, Düsseldorf, Germany · Hamad Bin Khalifa University (HBKU), Education City, Gate 8, P.O. Box 5825, Doha, Qatar · Linköping University, SE-581 83, Linköping, Sweden

  5. RBMatch: Dual-Level Class Rebalancing for Semi-Supervised Building Footprint Extraction

    Oct 6, 2026Akil Ahmad Taki, Shaikh Anowarul FattahClass-Imbalanced LearningRemote Sensing Image Segmentation

    Department of EEE, Bangladesh University of Engineering and Technology(BUET) · Department of EEE, University of Asia Pacific

  6. 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

  7. Vision Transformer Ensembles for Panoramic Street Segmentation

    Oct 5, 2026Yunus Serhat BıçakçıEnsemble LearningVision Transformer

    Department of Artificial Intelligence and Machine Learning, Faculty of Applied Sciences, Marmara University, Istanbul, Türkiye · Geospatial Data Science Group, School of Geographical and Earth Sciences, University of Glasgow, Glasgow, UK

  8. On the Relaxation of Conditional Independence Assumption for Image Segmentation

    Sep 30, 2026Zixun Wang, Ben DaiSemantic Segmentation

    Department of Statistics and Data Science The Chinese University of Hong Kong

  9. GlassFormer: Learning Real-time Glass Segmentation using Radar-Depth Fusion

    Sep 29, 2026Suhani Grover, Astik Srivastava, Viswas Dinesh +2Robotic PerceptionSemantic Segmentation

    Robotics Research Center, IIIT Hyderabad, India

  10. 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

  11. TC-ADA: One-Shot Active Domain Adaptation for Semantic Segmentation

    Sep 27, 2026Weihao Yan, Yeqiang Qian, Yueyuan Li +3Synthetic-to-Real Domain AdaptationAutonomous Driving

    School of Automation and Intelligent Sensing, Shanghai Jiao Tong University, Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, 200240, China

  12. RGBD20K: A Large-Scale Benchmark for RGB-D Semantic Segmentation

    Sep 24, 2026Shaohua Dong, Zexuan Meng, Haiyan Sun +6Multimodal FusionSemantic Segmentation

    University of North Texas. Denton, TX 76207, USA.

  13. Privacy-Preserving Semantic Segmentation from High-Resolution Depth and Ultra-Low-Resolution RGB

    Sep 23, 2026Xuying Huang, Swithinraj Moses Daniel, Sicong Pan +23D Point Cloud Segmentation3D Semantic Segmentation

    Fraunhofer Institute for Intelligent Analysis and Information Systems

  14. ICM: Intra-class Mixing for Domain Adaptation in Adverse Weather

    Sep 23, 2026Boying Li, Chang Liu, Britta Ayano Wilde +4Unsupervised Domain AdaptationDomain Adaptation

  15. LiFR v2: Completion-Augmented Event Propagation for High-Rate Dense Prediction

    Sep 22, 2026Tao Wan, Xiaoshan Wu, Yifei Yu +6Event-Based VisionMonocular Depth Estimation

    School of Microelectronics, Southern University of Science and Technology, Shenzhen 518055, China · Department of Electrical and Computer Engineering, The University of Hong Kong, Hong Kong, China

  16. What Survives on Real Drawings: Active Sampling, Connectome Wiring, and Matched Baselines in Architectural Document Vision

    Sep 21, 2026Dmitry KuklevVisual Representation LearningImage Matching

    Independent Researcher

  17. PerSeM: Persistent Semantic Memory for Long-Horizon Open-Vocabulary UAV Mapping

    Sep 17, 2026Saurbh Singh Jamwal, Ganesh RamakrishnanOpen-Vocabulary 3D SegmentationSemantic Occupancy Mapping

    Department of Computer Science and Engineering Indian Institute of Technology Bombay

  18. PiPS: Post-Hoc Prototypical Explanations for Interpretable Semantic Segmentation

    Sep 15, 2026Miłosz Adamczyk, Tymoteusz Zapala, Piotr Borycki +1Explainable Artificial IntelligenceSemantic Segmentation

    Jagiellonian University · Wrocław University of Science and Technology · IDEAS Research Institute

  19. TEDi: Temporal Memory-Enhanced and Denoising Transformer for Surgical Instrument Segmentation

    Sep 15, 2026Jiahong Yuan, Weiming Mi, Tao Zhang +1Video Object SegmentationMedical Image Segmentation

    Department of Automation, Tsinghua University, Beijing, China · Surgical Planning Laboratory, Brigham and Women’s Hospital, Harvard Medical School, United States

  20. CoralscapesV2: Panoptic and Fine-Grained Visual Scene Understanding in Coral Reefs

    Sep 14, 2026Jonathan Sauder, Thomas Ruckli, Gabrielė Strodomskytė +17Panoptic SegmentationInstance Segmentation

    MIT · EPFL · University of Djibouti +7

  21. R4Tun: LLM-guided adaptive segmental tunnel lining segmentation in point clouds

    Sep 11, 2026Xinghui Tao, Zehao Ye, Guangming Wang +23D Point Cloud SegmentationLarge Language Model-Guided Optimization

    Construction Engineering, University of Cambridge, Trumpington Street, Cambridge, CB2 1PZ, United Kingdom · Department of Engineering, Durham University, Stockton Road, Durham, DH1 3LE, United Kingdom

  22. HSI-Road Relabeled: Surface-Aware Road-Scene Segmentation

    Sep 10, 2026Imad Ali Shah, Imran Mehmood, Enda Ward +3Remote Sensing Image SegmentationSemantic Segmentation

    School of Engineering and Ryan Institute, University of Galway, Ireland · Valeo Vision Systems, Tuam, Ireland

  23. Enhanced Deformable Convolution with Center-invariant Offset and Edge-aware Mask

    Sep 9, 2026Yixiao Li, Xiaoyuan Yang, Jin Jiang +5Convolutional Neural NetworksDeformable Convolution

    School of Mathematical Sciences, Beihang University, Beijing, China · Shanghai Academy of Spaceflight Technology, Shanghai Radio Equipment Research Institute, Shanghai, China · School of Computational and Mathematical Sciences, Cardiff University, Cardiff, United Kingdom +3

  24. CLFTv2: Efficient Camera-LiDAR Fusion for Semantic Segmentation via Hierarchical Feature Pyramids

    Sep 9, 2026Toomas Tahves, Mauro Bellone, Raivo SellCamera-LiDAR FusionAutonomous Driving Perception

    Department of Mechanical and Industrial Engineering, Tallinn University of Technology, Tallinn, Estonia · FinEst Centre for Smart Cities, Tallinn University of Technology, Tallinn, Estonia · Universitas Mercatorum, Rome, Italy

  25. Data-Efficient Crosswalk Segmentation from Overhead CCTV via Confidence- and Geometry-Guided Pseudo-Labeling

    Sep 8, 2026Abdirashid Omar, Jonghyuk ParkPseudo-LabelingSemantic Segmentation

    Department of Data Science, Graduate School of Kookmin University · Seoul 02707, Republic of Korea

  26. CoordFormer: Give Me Any Coordinates and I Will Give You Labels

    Sep 8, 2026Iacopo Curti, Pierluigi Zama Ramirez, Alioscia Petrelli +1Vision TransformerSemantic Segmentation

    CVLab, University of Bologna · Ca’ Foscari University of Venice · SINA, company

  27. MARS-CLIP: Multi-Resolution and Attention Refined Zero-Shot Image Segmentation

    Sep 8, 2026Nagito Saito, Shintaro Ito, Koichi Ito +1Multi-Scale Feature FusionBoundary-Aware Segmentation

    Graduate School of Information Sciences, Tohoku University, Japan.

  28. TDDN: Text-aligned Diffused DINO Network for Puzzle Understanding

    Sep 7, 2026Harsha Patnala, Debopriyo Banerjee, Ayush Sunil Munot +1Visual ReasoningVision-Language Alignment

    Eightfold AI · Inception42 · Indian Institute of Technology Kharagpur

  29. Efficient Semantic Understanding from Digital Foveation

    Sep 3, 2026Caterina Caccavella, Vittorio Fra, Andreas Ziegler +2Active Visual PerceptionSemantic Segmentation

    Zurich University of Applied Sciences (ZHAW), Wädenswil, Switzerland · ETH Zürich, Zürich, Switzerland · Politecnico di Torino, Turin, Italy +2

  30. Toward Robust LiDAR Semantic Segmentation for Real-World Deployment: Evaluation under Coarse Labels, Adverse Conditions, and Domain Shifts

    Sep 2, 2026Samir Abou Haidar, Alexandre Chariot, Mehdi Darouich +2Semantic Segmentation3D Semantic Segmentation

    Mines Paris, PSL University, Centre for Robotics (CAOR), 75006 Paris, France · Paris-Saclay University, CEA, List, F-91120, Palaiseau, France