Panoptic Segmentation

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5 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Vision Transformer Ensembles for Panoramic Street Segmentation

    Oct 5, 2026Yunus Serhat BıçakçıPanoptic Segmentation

    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

  2. Every View Counts: View-Consistent Panoptic Quality for Multi-view Panoptic Segmentation

    Oct 5, 2026Youngmin Lee, Byungha Ko, Guhnoo Yun +1Panoptic SegmentationMulti-View

    Korea University · Korea Institute of Science and Technology

  3. MC-PanDA++: Simpler, Stronger, and More Robust Domain-Adaptive Panoptic Segmentation

    Sep 30, 2026Ivan Martinović, Josip Šarić, Yuki M. Asano +1Panoptic SegmentationDomain Adaptation

    Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, 10000 Zagreb, Croatia. · Faculty of Computer and Information Science, University of Ljubljana, Večna Pot 113, 1000 Ljubljana, Slovenia. · Fundamental AI Lab, University of Technology Nuremberg, Dr.-Luise-Herzberg-Straße, 90461 Nürnberg, Germany.

  4. Hard-Region Supervision: #1 on the Waymo Open Dataset 2D Video Panoptic Segmentation Leaderboard

    Sep 30, 2026Jinghan YangPanoptic SegmentationWaymo Open Motion Dataset

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

    Sep 29, 2026Pankaj Deoli, Karsten BernsPanoptic SegmentationPseudo-Label Quality

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

  6. PANORAMA: Panoptic Grounded Captioning via Mask Proposal Selection

    Sep 16, 2026Sara Pieri, Evangelos Kazakos, Shizhe Chen +2Panoptic SegmentationImage Difference Captioning

    Inria, École normale supérieure, CNRS, PSL Research University · Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague

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

    Sep 14, 2026Jonathan Sauder, Thomas Ruckli, Gabrielė Strodomskytė +17CoralPlankton Classifier

    MIT · EPFL · University of Djibouti +7

  8. Learning from Multimodal Pseudo-Labels for Robust Open-Vocabulary Instance and Panoptic Segmentation

    Aug 12, 2026Duy Tran Thanh, Yeejin Lee, Byeongkeun KangOpen-Vocabulary SegmentationPanoptic Segmentation

    Department of Electronic Engineering, Seoul National University of Science and Technology, 232 Gongneung-ro, Nowon-gu, Seoul, 01811, South Korea · Department of Electrical and Information Engineering, Seoul National University of Science and Technology, 232 Gongneung-ro, Nowon-gu, Seoul, 01811, South Korea · School of Electrical and Electronics Engineering, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, Seoul, 06974, South Korea

  9. PhenoStitch: Training-Free Panoptic Crop Mapping from Satellite Image Time Series

    Aug 1, 2026Xuechen LiAgricultural MonitoringPanoptic Segmentation

    University of Minnesota Minneapolis, MN, USA

  10. E2Pano: Learning Event-to-Panorama Image Reconstruction

    Aug 1, 2026Zhenyang Li, Zongqi He, Jia Pan +2Omnidirectional ImagesScene Reconstruction

    The University of Hong Kong Hong Kong, China

  11. DVPSFormer: Efficient Online Depth-aware Video Panoptic Segmentation for Autonomous Driving

    Jul 28, 2026Yung-Hsu Yang, Luigi Piccinelli, Siyuan Li +8Panoptic SegmentationAutonomous Driving Perception

    1ETH Zürich · 2INSAIT, Sofia University · University of Bonn +1

  12. Extending a Large View Synthesis Model for Multi-view Panoptic Segmentation

    Jul 22, 2026Kwonyoung Ryu, In-Jae Lee, Jonghyun Jin +3Panoptic SegmentationNovel View Synthesis

    POSTECH · Seoul National University · POSCO DX +1

  13. Occlusion-Aware Panoptic Segmentation with Joint Position Embedding and Occlusion-Level Attention

    Jul 20, 2026Wenbo Wei, Jun Wang, Shan Raza +1Panoptic SegmentationDiverse Occlusion-And-Revelation Scenarios

    Department of Computer Science, University of Warwick, Coventry, UK

  14. Text-Aided Multi-Modal Panoptic Symbol Spotting for CAD Floor Plan Drawings

    Jul 14, 2026Yan Gong, Bohao Li, Bowen Du +1Floor Plan GenerationPanoptic Segmentation

    aCCSE Lab, Beihang University, Beijing, 100191, China · bSchool of Transportation Science and Engineering, Beihang University, Beijing, 100191, China · cThe Hong Kong Polytechnic University, Hong Kong, China

  15. Instance-Enriched Semantic Maps for Visual Language Navigation

    Jul 14, 2026Jiho Hong, Eunae Kang, Sanghyun Kim +1Vision-Language NavigationSemantic Mapping

    Department of Mechanical Engineering, Kyung Hee University, Yongin-si, 17104, Republic of Korea · Advanced Institutes of Convergence Technology (AICT), Suwon, 16229, Republic of Korea · School of Mechanical Engineering, Kyungpook National University, Daegu, 41566, Republic of Korea

  16. Fields of the Planet: Field Boundary Mapping Beyond 10m

    Jul 5, 2026Isaac Corley, Caleb Robinson, Jennifer Marcus +1Agricultural MonitoringSentinel-2

    Taylor Geospatial · Microsoft AI for Good Research Lab · Arizona State University

  17. Panoramic Scene Understanding: A Survey from Distortion-Aware Engineering to Sphere-Native Modeling

    Jun 26, 2026Qinfeng Zhu, Lei FanOmnidirectional ImagesPanoptic Segmentation

    University of Liverpool, United Kingdom. · Xi’an Jiaotong-Liverpool University, China.

  18. Pano3D: Unified 3D Reconstruction and Panoptic Segmentation

    Jun 12, 2026Victor Barberteguy, Ahmet Iscen, Mathilde Caron +3Feed-Forward 3D Reconstruction3D Reconstruction

    Google DeepMind · LIGM, École des Ponts, IP Paris, Univ Gustave Eiffel, CNRS

  19. DepthMaster: Unified Monocular Depth Estimation for Perspective and Panoramic Images

    Jun 10, 2026Pengfei Wang, Shihao Wang, Liyi Chen +3Monocular Depth EstimationOmnidirectional Images

    Visual Computing Lab The Hong Kong Polytechnic University

  20. EPS3D: End-to-End Feed-Forward 3D Panoptic Segmentation

    Jun 8, 2026Runsong Zhu, Jiaxin Guo, Xiaoyang Guo +9Open-Vocabulary 3D Segmentation3D Scene Understanding

    The Chinese University of Hong Kong, HK SAR, China · Hong Kong Centre for Logistics Robotics, HK SAR, China · Horizon Robotics, China +2

  21. Scene-Centric Unsupervised Video Panoptic Segmentation

    Jun 3, 2026Christoph Reich, Oliver Hahn, Nikita Araslanov +4Video Object SegmentationPanoptic Segmentation

    TU Munich · TU Darmstadt · MCML +3

  22. Redefining Instance Matching: A Unified Framework for Part-Aware Matching in Panoptic Segmentation Evaluation

    May 29, 2026Erik Großkopf, Soumya Snigdha Kundu, Hendrik Möller +9Panoptic SegmentationGround Truth

    Hertie Institute for AI in Brain Health, University of Tübingen, Germany · King’s College London, UK · Technical University of Munich, Germany +1

  23. U-SEG: Uncertainty in SEGmentation -- A systematic multi-variable exploration

    May 14, 2026Michael Smith, Frank P. FerrieUncertainty-Aware ClassificationPanoptic Segmentation

    Centre for Intelligent Machines, McGill University

  24. MambaPanoptic: A Vision Mamba-based Structured State Space Framework for Panoptic Segmentation

    May 12, 2026Qing Cheng, Damiano Bertolini, Wei Zhang +3Panoptic SegmentationFeature Pyramid

    Technical University of Munich · Munich Center for Machine Learning (MCML) · Polytechnic University of Milan +3

  25. FuTCR: Future-Targeted Contrast and Repulsion for Continual Panoptic Segmentation

    May 12, 2026Nicholas Ikechukwu, Keanu Nichols, Deepti Ghadiyaram +1Panoptic SegmentationFeature Pyramid

    Boston University

  26. Hyp2Former: Hierarchy-Aware Hyperbolic Embeddings for Open-Set Panoptic Segmentation

    May 4, 2026Yao Lu, Rohit Mohan, Florian Drews +2Panoptic SegmentationOpen-Vocabulary Object Detection

    Department of Computer Science, University of Freiburg, Germany · Bosch Research, Robert Bosch GmbH, Germany

  27. PanGuide3D: Cohort-Robust Pancreas Tumor Segmentation via Probabilistic Pancreas Conditioning and a Transformer Bottleneck

    Apr 22, 2026Sunny Joy Ma, Xiang MaTumor SegmentationPanoptic Segmentation

    Trailridge School, Waukee, IA, 50263, USA · Department of Biochemistry, Grand View University, Des Moines, IA 50316, USA · Department of Computer Science, Iowa State University, Ames, IA 50011, USA

  28. PanDA: Unsupervised Domain Adaptation for Multimodal 3D Panoptic Segmentation in Autonomous Driving

    Apr 21, 2026Yining Pan, Shijie Li, Yuchen Wu +2Panoptic SegmentationAutonomous Driving

    Singapore University of Technology and Design · Institute for Infocomm Research (I2R), A*STAR, Singapore

  29. Adverse-to-the-eXtreme Panoptic Segmentation: URVIS 2026 Study and Benchmark

    Apr 18, 2026Yiting Wang, Nolwenn Peyratout, Tim Brodermann +13Panoptic SegmentationCvpr

    Organizers of the URVIS 2026 Challenge

  30. Depth Anything in 360∘360^\circ: Towards Scale Invariance in the Wild

    Dec 28, 2025Hualie Jiang, Ziyang Song, Zhiqiang Lou +2Omnidirectional Images3D Perception

    Insta360 Research

  31. Open-World Panoptic Segmentation

    Dec 17, 2024Matteo Sodano, Federico Magistri, Jens Behley +1Panoptic SegmentationScene Reasoning

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