Object Detection

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Period ending 2026-09-21

22 new papers

A weekly snapshot of new work published in Object Detection.

Period ending 2026-09-14

7 new papers

A weekly snapshot of new work published in Object Detection.

Period ending 2026-09-07

12 new papers

A weekly snapshot of new work published in Object Detection.

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592 papers

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  1. TTL: Test-time Textual Learning for OOD Detection with Pretrained Vision-Language Models

    Apr 17, 2026Jinlun Ye, Jiang Liao, Runhe Lai +4Out-Of-Distribution DetectionVision-Language Model Adaptation

  2. Towards Realistic Open-Vocabulary Remote Sensing Segmentation: Benchmark and Baseline

    Apr 17, 2026Bingyu Li, Tao Huo, Haocheng Dong +4Remote Sensing Image SegmentationOpen-Vocabulary

  3. FSDETR: Frequency-Spatial Feature Enhancement for Small Object Detection

    Apr 16, 2026Jianchao Huang, Fengming Zhang, Haibo Zhu +1Feature Pyramid NetworksRt-Detr

  4. Zero-Shot Retail Theft Detection via Orchestrated Vision Models: A Model-Agnostic, Cost-Effective Alternative to Trained Single-Model Systems

    Apr 16, 2026Haileab YagersewVision Foundation ModelsObject Detection

  5. Integrating Object Detection, LiDAR-Enhanced Depth Estimation, and Segmentation Models for Railway Environments

    Apr 16, 2026Enrico Francesco Giannico, Federico Nesti, Gianluca D'Amico +53D Object DetectionLight Detection And Ranging Point Clouds

  6. DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts

    Apr 16, 2026Bo Qian, Dahu Shi, Xing WeiOpen-Vocabulary Object DetectionVisual In-Context Learning

  7. VAN-AD: Visual Masked Autoencoder with Normalizing Flow For Time Series Anomaly Detection

    Mar 27, 2026PengYu Chen, Shang Wan, Xiaohou Shi +3Time-Series Anomaly DetectionDetection Framework

  8. COVTrack++: Learning Open-Vocabulary Multi-Object Tracking from Continuous Videos via a Synergistic Paradigm

    Mar 25, 2026Zekun Qian, Wei Feng, Ruize Han +1Multi-Object TrackingOpen-Vocabulary Object Detection

  9. DetPO: In-Context Learning with Multi-Modal LLMs for Few-Shot Object Detection

    Mar 24, 2026Gautam Rajendrakumar Gare, Neehar Peri, Matvei Popov +3Open-Vocabulary Object DetectionObject Detection

  10. T-QPM: Enabling Temporal Out-Of-Distribution Detection and Domain Generalization for Vision-Language Models in Open-World

    Mar 19, 2026Aditi Naiknaware, Salimeh SekehVision-Language Model AdaptationOut-Of-Distribution Detection

  11. Medical Image Spatial Grounding with Semantic Sampling

    Mar 15, 2026Andrew Seohwan Yu, Mohsen Hariri, Kunio Nakamura +3Medical Vision-Language ModelsSpatial Grounding

  12. O3N: Omnidirectional Open-Vocabulary Occupancy Prediction

    Mar 12, 2026Mengfei Duan, Hao Shi, Fei Teng +43D Semantic Occupancy Prediction3D Scene Understanding

  13. Low-latency Event-based Object Detection with Spatially-Sparse Linear Attention

    Mar 6, 2026Haiqing Hao, Zhipeng Sui, Rong Zou +4Object DetectionSpatial Attention

  14. A novel Framework for Open-Vocabulary Multi-Object Recognition using CLIP

    Mar 6, 2026Wei Yu Chen, Ying DaiOpen-VocabularyVideo Object Segmentation

  15. CollabOD: Collaborative Multi-Backbone with Cross-scale Vision for UAV Small Object Detection

    Mar 6, 2026Xuecheng Bai, Yuxiang Wang, Chuanzhi Xu +3Unmanned Aerial Vehicle DetectionAerial Dataset

  16. RSTNet: Enhancing Small-Target Recognition in Noisy SAR Imagery via Robust Feature Learning and Distribution-Aware Regression

    Feb 27, 2026Xiaojing Zhao, Shiyang Li, Zenan Chu +5Synthetic Aperture RadarYolo26

  17. FGAA-FPN: Foreground-Guided Angle-Aware Feature Pyramid Network for Oriented Object Detection

    Feb 11, 2026Jialin MaFeature Pyramid NetworksObject Detection

  18. A Comparative Evaluation of Large Vision-Language Models for 2D Object Detection under SOTIF Conditions

    Jan 30, 2026Ji Zhou, Yilin Ding, Yongqi Zhao +4Large Vision Language ModelsObject Detection

  19. Learning to Segment Liquids in Real-world Images

    Jan 2, 2026Jonas Li, Michelle Li, Luke Liu +2Object DetectionRobotics

  20. YolovN-CBi: A Lightweight and Efficient Architecture for Real-Time Detection of Small UAVs

    Dec 19, 2025Ami Pandat, Punna Rajasekhar, Gopika Vinod +1Unmanned Aerial Vehicle DetectionYolov8-Nano Model

  21. LiM-YOLO: Less is More with Pyramid Level Shift for Ship Detection in Optical Remote Sensing

    Dec 10, 2025Seon-Hoon Kim, Yerin Kim, Hyeji Sim +3Yolo26Yolov8-Nano Model

  22. PA-VAD: Diffusion-Based Pseudo-Only Video Anomaly Detection via Domain-Aligned Memory Updates

    Dec 7, 2025Satoshi Hashimoto, Yanan Wang, Hitoshi Nishimura +1Video Anomaly UnderstandingDetection Framework

  23. LEGO-SLAM: Language-Embedded Gaussian Optimization SLAM

    Nov 20, 2025Sibaek Lee, Seongbo Ha, Kyeongsu Kang +3Orb-Slam2Simultaneous Localization And Mapping

  24. MSRNet: A Multi-Scale Recursive Network for Camouflaged Object Detection

    Nov 16, 2025Leena Alghamdi, Muhammad Usman, Hafeez Anwar +2Camouflaged Object DetectionObject Detection

  25. Spiking Patches: Asynchronous, Sparse, and Efficient Tokens for Event Cameras

    Oct 30, 2025Christoffer Koo Øhrstrøm, Ronja Güldenring, Lazaros NalpantidisEvent-Driven ComputationObject Detection

  26. MSPL: Multi-Step Pseudo-Labeling for Open-Vocabulary Object Detection

    Oct 16, 2025Hojun Choi, Youngsun Lim, Jaeyo Shin +1Open-Vocabulary Object DetectionObject Detection

  27. Ultralytics YOLO Evolution: An Overview of YOLO27, YOLO26, YOLO11, YOLOv8, and YOLOv5 Object Detectors for Computer Vision and Pattern Recognition

    Oct 6, 2025Ranjan Sapkota, Manoj KarkeeYolo26Computer Vision

  28. VLOD-TTA: Test-Time Adaptation of Vision-Language Object Detectors

    Oct 1, 2025Atif Belal, Heitor R. Medeiros, Marco Pedersoli +1Vision-Language Model AdaptationOpen-Vocabulary Object Detection

  29. Talk in Pieces, See in Whole: Disentangled and Hierarchical Representation Learning in Language-based Object Detection

    Sep 29, 2025Sojung An, Kwanyong Park, Yong Jae Lee +1Open-Vocabulary Object DetectionObject Detection

  30. Phantom-Insight: Adaptive Multi-cue Fusion for Video Camouflaged Object Detection with Multimodal LLM

    Sep 8, 2025Hua Zhang, Changjiang LuoCamouflaged Object DetectionVideo Object Segmentation

  31. Multi-Class Human/Object Detection on Robot Manipulators using Proprioceptive Sensing

    Aug 4, 2025Justin Hehli, Marco Heiniger, Maryam Rezayati +1Human-Robot CollaborationTraining-Free Hand-Object Interaction Detection

  32. Last Layer Hamiltonian Monte Carlo

    Jul 11, 2025Koen Vellenga, H. Joe Steinhauer, Göran Falkman +2Hamiltonian Monte CarloProbabilistic Inference

  33. Automatic Labelling for Low-Light Pedestrian Detection

    Jul 3, 2025Dimitrios Bouzoulas, Eerik Alamikkotervo, Risto OjalaPedestrian DetectionOpen-Vocabulary Object Detection

  34. DETRPose: Real-Time End-to-End Multi-Person Pose Estimation via Modified Transformer Decoder and Novel Denoising Keypoints

    Jun 16, 2025Sebastian Janampa, Marios Pattichis3D Pose EstimatorRt-Detr

  35. MGDFIS: Multi-scale Global-detail Feature Integration Strategy for Small Object Detection

    Jun 15, 2025Yuxiang Wang, Xuecheng Bai, Chuanzhi Xu +2Feature Pyramid NetworksFeature Fusion

  36. XYZ-IBD: Benchmarking Robust 6D Object Pose Estimation under Real-World Industrial Complexity

    May 31, 2025Junwen Huang, Jiaqi Hu, Peter KT Yu +3Category-Level Object Pose EstimationRobotic Perception

  37. M4-SAR: A Multi-Resolution, Multi-Polarization, Multi-Scene, Multi-Source Dataset and Benchmark for optical-SAR Object Detection

    May 16, 2025Chao Wang, Wei Lu, Xiang Li +2Synthetic Aperture RadarObject Detection

  38. Fine-Grained Open-Vocabulary Object Detection with Fined-Grained Prompts: Task, Dataset and Benchmark

    Mar 19, 2025Ying Liu, Yijing Hua, Haojiang Chai +2Open-Vocabulary Object DetectionOpen-Vocabulary

  39. Fine-Grained Instruction-Guided Graph Reasoning for Vision-and-Language Navigation

    Mar 14, 2025Yaohua Liu, Binkai Ou, Rong Fu +2Vision-Language NavigationSpatial Reasoning

  40. TIF: Learning Temporal Invariance in Android Malware Detectors

    Feb 7, 2025Xinran Zheng, Shuo Yang, Edith C. H. Ngai +2Malware FamiliesDetection Framework

  41. ROAD-Waymo: A Large-Scale Action Awareness Dataset for Autonomous Driving

    Nov 3, 2024Salman Khan, Izzeddin Teeti, Reza Javanmard Alitappeh +5Waymo Open Motion DatasetAutonomous Driving

  42. VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild

    Oct 1, 2024Junlin Fang, Wenyu Chen, Reshmi Ghosh +7Adversarial PromptingLarge Vision Language Models

  43. OM4OV: Leveraging Ontology Matching for Ontology Versioning

    Sep 30, 2024Zhangcheng Qiang, Kerry Taylor, Weiqing WangOntologyOpen-Vocabulary

  44. A Comprehensive Evaluation of Deep Learning Object Detection Models on Heterogeneous Edge Devices

    Sep 25, 2024Daghash K. Alqahtani, Muhammad Aamir Cheema, Maria A. Rodriguez +1Yolov8-Nano ModelMobilenetv2

  45. Open-Vocabulary Object-Goal Navigation by Generalizing Semantic Mapping with Dense CLIP

    Jul 12, 2024Meng Wei, Chenyang Wan, Tai Wang +6Vision-Language NavigationOpen-Vocabulary

  46. Optimizing Three Critical Factors for Practical and Effective OOD Detection Fine-Tuning

    Aug 2, 2023Hyunjun Choi, JaeHo Chung, Hawook JeongOut-Of-Distribution DetectionOut-Of-Distribution

  47. Does YOLO26 Truly Offer Advantages Over Its Predecessors for Edge Deployment? A Benchmark Study in Aquaculture

    Date pendingRakesh Ranjan, Gajanan S. Kothawade, Kata Sharrer +2Yolov8-Nano ModelYolo26

  48. R2^2M: Real-Aware Residual Model Merging for Robust and Generalizable Deepfake Detection

    Date pendingJinhee Park, Guisik Kim, Choongsang Cho +1Explainable Deepfake DetectionDeepfake Detection

  49. A Multi-Modal Perception Pipeline for Object Detection and Tracking in Autonomous Racing

    Date pendingDavide Malvezzi, Michele Pestarino, Vittoria Cavicchioli +9Autonomous Driving PerceptionMulti-Object Tracking

  50. 4D-RaDiff: Latent Point Diffusion for 4D Radar Point Cloud Generation

    Date pendingJimmie Kwok, Holger Caesar, Andras PalffyLight Detection And Ranging Point CloudsRadar

  51. SAC-Copula: Quality-Preserving Watermarking for Diffusion Language Models via Smooth Correlated Gumbel Fields

    Date pendingBaixin Li, Haiyun HeWatermarksDiffusion Language Models

  52. Automated multi-class wound assessment using dedicated instance segmentation models for boundary detection and classification

    Date pendingMehedi Hasan Tusar, Fateme Fayyazbakhsh, Igor Melnychuk +1Multimodal Wound AnalysisLesion Segmentation