Semantic Segmentation

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14 papers in the last four weeks, up 17% on the four weeks before. 0.1% of all new papers.

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

    Sep 30, 2026Zixun Wang, Ben DaiSemantic SegmentationConditional Independence

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

  2. Preference-Guided Adaptation for Open-Vocabulary Semantic Segmentation via Prompt Disagreement

    Sep 28, 2026Hyun-Kurl Jang, Jihun Kim, Kuk-Jin YoonOpen-Vocabulary SegmentationSemantic Segmentation

    Visual Intelligence Lab. KAIST

  3. Eyes on the Road: A Naturalistic Comparison of MTW Rider Gaze in Urban Indian Traffic

    Sep 27, 2026Prerak Srivastava, Bhaiya Vaibhaw Kumar, Kavita VemuriSemantic Segmentation

    IIIT Hyderabad Hyderabad, India

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

    Sep 27, 2026Ping Guo, Zhiqi Huang, Xinran LiHigh Confidence Pseudo-LabelsSemantic Segmentation

    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

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

    Sep 27, 2026Weihao Yan, Yeqiang Qian, Yueyuan Li +3Domain AdaptationSemantic Segmentation

    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

  6. Preserving Morphemes: Morphology-Guided Pre-Tokenization for Nepali

    Sep 27, 2026Kalash Shrestha, Nikhil PradhanByte-Pair EncodingTokenizer

    Kathmandu University · IOE Thapathali Campus

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

    Sep 23, 2026Boying Li, Chang Liu, Britta Ayano Wilde +4Domain AdaptationEfficient Semantic Segmentation

  8. GTR: Gated Token Recurrence for Efficient Dense Prediction

    Sep 22, 2026Zhe Feng, Longfei Liu, Wei Liu +7Dense PredictionSelf-Supervised Vision Transformers

    Didi International Business Group · Intellindust AI Lab · Institute of Automation, Chinese Academy of Sciences +2

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

    Sep 15, 2026Miłosz Adamczyk, Tymoteusz Zapala, Piotr Borycki +1Efficient Semantic SegmentationSemantic Segmentation

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

  10. NeuroTS-Net: Multi-Class Semantic Segmentation of Pediatric Brain Tumors in Multi-Modal MRI

    Sep 15, 2026Darius Peteleaza, Razvan-Gabriel Dumitru, Bogdan Neamtu +3Brain Tumor SegmentationGlioma

    Lucian Blaga University of Sibiu, Sibiu, Romania · University of Arizona, Tucson, AZ, USA · Pediatric Clinical Hospital of Sibiu, Sibiu, Romania +2

  11. Channel-Wise and Token-Aware Post-Training Quantization for Visual State Space Duality

    Sep 15, 2026Jonghyeon Lim, Changhoon YimPost-Training QuantizationVision State Space Models

    Intelligent Image Processing Laboratory · Department of Computer Science and Engineering, Konkuk University · Seoul, Republic of Korea

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

    Sep 10, 2026Imad Ali Shah, Imran Mehmood, Enda Ward +3Semantic SegmentationInfrared

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

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

    Sep 9, 2026Yixiao Li, Xiaoyuan Yang, Jin Jiang +5Convolutional Block Attention ModuleDeformable Cnn

    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

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

    Sep 9, 2026Toomas Tahves, Mauro Bellone, Raivo SellLidarTwo-Dimensional Light Detection And Ranging

    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

  15. Automated Weld Seam Recognition and 3D Mapping for Robotic Post Processing Using Photogrammetry and Semantic Segmentation

    Sep 3, 2026Augustin Raju, Abilash Madavath, Chandra Yuvesh Aubeeluck +3Semantic SegmentationPost-Processing

    TH Köln - University of Applied Sciences, Germany

  16. Vision-Language-Guided Pseudo-Labels for Unsupervised Domain Adaptation in Semantic Segmentation for Waste Sorting

    Sep 1, 2026Udo Schlegel, Shubhangi, Gabriel Dax +3High Confidence Pseudo-LabelsSemantic Segmentation

    LMU Munich, Munich, Germany · Munich Center for Machine Learning (MCML), Munich, Germany · Fraunhofer Institute for Integrated Circuits IIS, Nuremberg, Germany

  17. Segmentation of Bovid Dentition Under Imperfect Annotations: A Comparative Study of Convolutional and Attention Models

    Aug 31, 2026Keith G. Mills, Evan B. Sanders, Gregory J. Matthews +1Semantic SegmentationConvolutional

    LSU ATHENA Lab Baton Rouge, LA · LSU ATHENA Lab & EHSBR Baton Rouge, LA · Loyola Dept. Math & Stats Chicago, IL +1

  18. SVI2LoD3: Agent-Driven Reconstruction of LoD3 Facade Openings in Semantic 3D City Models from Volunteered Street View Imagery using Large Language and Visual Models

    Aug 30, 2026Elmehdi Kanna, Lukas Arzoumanidis, Huynh Duc An Son Nguyen +1Semantic SegmentationVisual Representations

    Computational Methods Lab, HafenCity University, Hamburg, Germany

  19. Towards Continual Test-Time Adaptation of Vision-Language Models in Open-Vocabulary Semantic Segmentation

    Aug 30, 2026Chandler Timm C. Doloriel, Yunbei Zhang, Sarthak Kumar Maharana +5Vision-Language Model AdaptationOpen-Vocabulary Segmentation

    Faculty of Science and Technology (REALTEK), Norwegian University of Life Sciences (NMBU) · Tulane University · University of Texas at Dallas

  20. CW-BASS v2: Saturation-Aware Pseudo-Label Selection for Semi-Supervised Segmentation under Foundation-Model Teachers

    Aug 13, 2026Ebenezer TarubingaHigh Confidence Pseudo-LabelsSemantic Segmentation

    AI Research Department, Ebenworks Systems, Seoul, Korea

  21. CoDiR: Confidence-Guided Diffusion Refinement for Semi-Supervised Histopathology Segmentation

    Aug 12, 2026Hoai Nhan Pham, Dang-Nguyen Bui, Le-Van Thai +7Semi-Supervised Medical Image SegmentationSemantic Segmentation

    AI VIETNAM Lab, Vietnam · Portland Community College, USA · University of Science, VNU-HCM, Ho Chi Minh City, Vietnam +4

  22. Generative Semantic Segmentation via an Observable Semantic-Image Interface and Hierarchical Generator Evidence Alignment

    Aug 12, 2026Weize Cai, Yongqi Dong, Zhida Shao +1Efficient Semantic SegmentationSemantic Segmentation

    RWTH Aachen University, Aachen, Germany · Delft University of Technology, Delft, The Netherlands · Chang’an University, Xi’an, China

  23. Entropy-Centric Explainable AI for Remote Sensing Image Segmentation

    Aug 11, 2026Ali Saleh, Abdul Karim Gizzini, Mohamad Ghassany +1Remote Sensing Image SegmentationExplainable Artificial Intelligence

    Faculty of Engineering, Lebanese University, Beirut, Lebanon · EFREI, EFREI Research Lab, F-94800 Villejuif, France. · University of Paris-Est Cr´eteil (UPEC), LISSI/TincNET, F-94400, Vitry-sur-Seine, France. +1

  24. SegPAR: Class-Centric Decision-Based Sparse Attack for Semantic Segmentation

    Aug 11, 2026Dongsu Song, DaeYun GO, Boseung Seo +1Semantic SegmentationSparse Supervision

    Interdisciplinary Program in Space Systems Engineering, Korea Aerospace University, South Korea · Department of Computer Science, Korea Aerospace University, South Korea · Department of Artificial Intelligence, Korea Aerospace University, South Korea

  25. EgoHieraLoc: A Cortically Inspired Hierarchical Segmentation-Guided Framework for Egocentric Visual Query Localization

    Aug 10, 2026Yifei Cao, Guolong Wang, Mingliang Hou +3Sequential Visual LocalizationIndoor Localization

    Dalian University of Technology, Dalian, China · University of International Business and Economics, Beijing, China · Jinan University, Guangzhou, China

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

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

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

  27. Open-World Semantic Segmentation with Sensitivity Modeling

    Aug 8, 2026Anastasios Romanos Varvarigos, Nikos Giakoumoglou, Tania StathakiEfficient Semantic SegmentationSemantic Segmentation

    Department of Electrical and Electronic Engineering, Imperial College London, London, UK

  28. Test-Time Prototype Adaptation for Open-Vocabulary Semantic Segmentation

    Aug 8, 2026Haozhe Wang, Jintao Cheng, Weibin Li +1Open-Vocabulary SegmentationSemantic Segmentation

    South China Normal University · The Hong Kong University of Science and Technology

  29. StaticSegFormer: An Efficient High-Performance Semantic Segmentation Based on Static Structured Pruning

    Aug 5, 2026Timo Bartels, Danish Nazir, Jan Piewek +2Efficient Semantic SegmentationSemantic Segmentation

    Technische Universität Braunschweig, Germany · Group Innovation, Volkswagen AG, Wolfsburg, Germany

  30. Multi-Objective Ranking for Live-Streaming: Balancing Fresh and Delayed Signals with Segment-Aware Targeting

    Aug 5, 2026Xiaoyi Gu, Julia Tavares, Eder Santana +3Streaming VideoAnalytics

    Twitch Interactive, San Francisco, California, USA · Amazon Prime Video, Sunnyvale, California, USA

  31. iFAN: Inference-Aware Learning for Plain Mask Transformers

    Aug 4, 2026Fang Li, Yu He, Haoyang Tong +7Mask2FormerSemantic Segmentation

    University of Chinese Academy of Sciences · Xi’an Jiaotong University · Beijing Institute of Technology

  32. Standalone DINOv3 for Training-Free Open-Vocabulary Semantic Segmentation in Remote Sensing

    Aug 4, 2026Changhao Zhao, Haoxiang Li, Yuke Li +2Open-Vocabulary SegmentationSemantic Segmentation

    College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China

  33. PixelUp: Zero-Shot Semantic Feature Upsampling for Fine-Grained Vision Tasks

    Aug 3, 2026Deepank Singh, Anurag Nihal, Vedhus HoskereUpsamplingSemantic Segmentation

    University of Houston

  34. Trajectories That Segment Themselves: Agent-Declared Boundaries as a Training Unit

    Aug 3, 2026Jingxi WeiProcess-Level SupervisionSingle Trajectory

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

    Jul 31, 2026Beomyoung Kim, Sung Ju HwangNeural Mask EstimationSemantic Segmentation

    NAVER Cloud · KAIST

  36. IGME: Efficient Chained Method Ensemble for Transferable Semantic Segmentation Attacks

    Jul 29, 2026Mengqi He, Jing ZhangEfficient Semantic SegmentationSemantic Segmentation

    School of Computing, College of Systems & Society · The Australian National University, Canberra, ACT, Australia

  37. ObliCity: A Benchmark and Baseline for Roof-to-Ground Projection Displacement Correction

    Jul 28, 2026Kai Li, Yupeng Deng, Ligao Deng +6ContoursUrban Environments

    School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, 1 East Yanqi Lake Road, Beijing, 100049, China · cAerospace Information Research Institute, Chinese Academy of Sciences, 9 Dengzhuang South Road, Beijing, 101408, China · dDepartment of Electrical and Computer Engineering, The University of Hong Kong, Pokfulam, Hong Kong, 999077, China +1

  38. A Modern ConvNet for Solar Filament Detection

    Jul 27, 2026J. R. Hu, Q. Hao, Z. Zheng +3PhotovoltaicSemantic Segmentation

    School of Astronomy and Space Science, Nanjing University, Nanjing 210023, China · Key Laboratory of Modern Astronomy and Astrophysics, Ministry of Education, Nanjing 210023, China · Institute of Science and Technology for Deep Space Exploration, Suzhou Campus, Nanjing University, Suzhou 215163, China

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

    Jul 26, 2026Gurbhit Chaurakoti, Soumyashree KarSemantic SegmentationTomato Diseases

    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

  40. When Less Is More: A Controlled Benchmark of Lightweight CNNs for Satellite Land-Cover Segmentation on DeepGlobe

    Jul 25, 2026Atiq Ur Rehman, Joseph Michael DonovanRemote Sensing Image SegmentationLand Cover

    Department of Economics & Decision Sciences, University of South Dakota, Vermillion, SD, USA · University of South Dakota, Vermillion, USA

  41. DINOde: Continuous Vision-Text Alignment for Open-Vocabulary Semantic Segmentation

    Jul 23, 2026Sung-Hoon Yoon, Hoyong Kwon, Changgyoon Oh +1Open-Vocabulary SegmentationImage-Text Alignment

    Multimodal Intelligence and Perception Lab., DGIST, Republic of Korea · Visual Intelligence Lab., KAIST, Republic of Korea

  42. Loss Landscape Topology Reveals Why Simple Baselines are Competitive at 3D Point Cloud Segmentation Under Class Imbalance

    Jul 23, 2026Antonis Savva, Christos Kyrkou, Theocharis TheocharidesPoint CloudsInteractive 3D Segmentation

    KIOS Research and Innovation Center of Excellence, University of Cyprus, 1 Panepistimiou Avenue, 2109 Aglantzia, Nicosia · Department of Electrical and Computer Engineering, University of Cyprus, 1 Panepistimiou Avenue, 2109 Aglantzia, Nicosia

  43. Toward Reliable RGB-D Semantic Segmentation: Handling Missing Modalities via Condition Dropout

    Jul 22, 2026Xuchen Zhu, Yajuan Wei, Shuang Hao +3DropoutSemantic Segmentation

    Xi’an University of Posts & Telecommunications, Xi’an, China · Xi’an Jiaotong University, Xi’an, China · Huazhong University of Science and Technology, Wuhan, China +1

  44. EGRNet: A Lightweight Semantic Segmentation Network with Edge-Gated Refinement and Adversarial Sensing

    Jul 21, 2026Bareera Qaseem, Mohsin Kamal, Muhammad Naveed AmanEfficient Semantic SegmentationEdge-Aware

    School of Electrical Engineering and Computer Science (SEECS) National University of Sciences and Technology (NUST) Islamabad, Pakistan · School of Computing University of Nebraska-Lincoln Lincoln, 68508, NE, USA

  45. Norm or Direction? Decoding Vision Mambas for High-Resolution Vision

    Jul 21, 2026Jin Yu, Juyoun ParkMamba-Based ModelsVision State Space Models

    Center for Humanoid Research Korea Institute of Science and Technology

  46. HASTE: A Platform for Rapid Post-Disaster Building Damage Assessment

    Jul 13, 2026Caleb Robinson, Anthony Ortiz, Simone Fobi Nsutezo +8Post-Disaster Damage AssessmentDisaster Response

    Microsoft AI for Good Research Lab

  47. Align and Segment: Unsupervised Learning for Building Segmentation From Misaligned Labels

    Jul 12, 2026Venkanna Babu Guthula, Oswin Krause, Dimitri Gominski +5Semantic SegmentationImage-Text Alignment

    University of Copenhagen, Copenhagen, Denmark · Royal Danish Academy, Copenhagen, Denmark

  48. Toward Efficient Weakly Supervised Semantic Segmentation Using Only Low-Magnification Histopathological Images

    Jul 12, 2026Dung Minh Do, Nhat-Thanh Huynh, Duc Minh Huynh +2Whole-Slide ImagesPixel-Level Annotation

    University of Information Technology, Ho Chi Minh City, Vietnam · Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam

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

    Jul 10, 2026Mantha Sai Gopal, Jaison Saji Chacko, Harsh Nandwana +3Few-Shot SegmentationSemantic Segmentation

    CamCom Technologies Private Limited*

  50. VocaDet: Sample-Driven Open-Vocabulary Object Detection and Segmentation via Visual Tokenization and Vector Database Retrieval

    Jul 9, 2026ZhiXin SunOpen-Vocabulary Object DetectionSemantic Segmentation

    PowerChina Zhongnan Engineering Corporation Limited

  51. Adversarially Guided Diffusion for LiDAR Range Image Synthesis

    Jul 8, 2026Stavros Bouras, Antonios Makris, Alexandros Gkillas +2Light Detection And Ranging DataBlack-Box Adversarial Attacks

    School of Electrical and Computer Engineering, National Technical University of Athens, Greece · Industrial Systems Institute, Athena Research Center, Patras Science Park, Greece

  52. Green for Go, Red for No: Visual Grounding via Semantic Segmentation for VLA Navigation Policies

    Jul 6, 2026Adrian Szvoren, Dimitrios Kanoulas, Nilufer TuptukVision-Language NavigationObject Goal Navigation

    Department of Computer Science University College London · Department of Security and Crime Science University College London

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

    Jul 5, 2026Zhiran Yan, Gordon ElgerAutonomous DrivingSemantic Segmentation

    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.

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

    Jul 5, 2026Raunak Kumar, Soumyashree KarLeaf Disease ClassificationPrecision Agriculture

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

  55. PixCon: Clean-Positive Contrastive Learning for Foundation-Model Semi-Supervised Segmentation

    Jul 3, 2026Ebenezer TarubingaEfficient Semantic SegmentationHigh Confidence Pseudo-Labels

    Ebenworks Systems, Seoul, Korea

  56. Interpretation-Oriented Cloud Removal via Observation-Anchored Residual Flow with Geo-Contextual Alignment

    Jul 2, 2026Ziyao Wang, Maonan Wang, Yucheng He +5Remote SensingVideo Object Removal

    School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China · Shanghai Ai Lab, Shanghai, China · Faculty of Geosciences and Engineering, Southwest Jiaotong University, Chengdu,2026 China

  57. MedSaab-US: A Backpropagation-Free Multi-Scale Wavelet-Saab Framework for Thyroid Nodule Segmentation in Ultrasound Images

    Jul 2, 2026Mohammad Amanour RahmanUltrasoundDeep Learning

    Department of Computer Science and Engineering Ahsanullah University of Science and Technology (AUST) Dhaka, Bangladesh

  58. Rethinking Post-Hoc Calibration in Semantic Segmentation

    Jul 2, 2026Tristan Kirscher, Kim-Celine Kahl, Balint Kovacs +5Semantic Segmentation

    ICube, Institut Strauss · ICube Laboratory, CNRS UMR 7357, University of Strasbourg, Strasbourg, France · CLCC Institut Strauss, Strasbourg, France +6

  59. Depth-Only Open-Vocabulary 3D Semantic Segmentation For Privacy-Preserving Robotic Applications

    Jul 1, 2026Xuying Huang, Sicong Pan, Maren BennewitzOpen-Vocabulary 3D SegmentationSemantic Segmentation

    Humanoid Robots Lab, University of Bonn, the Lamarr Institute for Machine Learning and Artificial Intelligence, and the Center for Robotics, Bonn, Germany

  60. Preserve the Hard, Regenerate the Rest: Uncertainty-Guided Synthetic Training Data Augmentation with Diffusion Models

    Jun 30, 2026Nikolai Röhrich, Julian Gleißner, Ahmed H. A. Ibrahim +2Data AugmentationAugmentation

    1XITASO GmbH · 2Zuse School of Excellence in Reliable AI · 3Technische Hochschule Ingolstadt +1