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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  1. Beyond Symmetric Fusion: Exploiting Task-Dependent Modality Strengths for RGB-Event Small Object Detection

    Aug 2, 2026Ziheng Wang, Chaolang Li, Yutong Yang +5RgbtObject Detection

  2. Impact of Dataset Composition on Embedded Real-Time UAV Wildfire Detection Using Compact YOLO Models

    Aug 1, 2026Eduardo de los Santos, Andre S. Kelbouscas, Ricardo B. Grando +1Wildfire DetectionWildfire Spread

  3. Behavioral Grammar: Detecting Adaptive Malware via Tiny Language Model Priors and Second-Order Temporal Analysis

    Aug 1, 2026Zihan LuoEvasionDetection Framework

  4. Assistant Placement Aria: A Benchmark for Egocentric Placement Assistance

    Aug 1, 2026Amir Belder, Gonçalo Dias Pais, Refael Vivanti +5Visual Place Recognition3D Layout Generation

  5. Is It Time for the Renaissance of Salient Object Detection in the Era of MLLMs?

    Jul 31, 2026Wenzhuo Zhao, Xiuzhi Li, Zhongkuan Mao +6Object DetectionSaliency

  6. Can Synthetic Data Overcome the Generalization Limits of AI-Based Flower and Pod Detection Across Cowpea Breeding Genotypes and Environments?

    Jul 30, 2026Hamid Kamangir, Jonathan Berlingeri, Earl Ranario +6Synthetic DataMultimodal Domain Generalization

  7. Uncertainty-Aware Deepfake Detection via Multi-View Structural Learning

    Jul 30, 2026Muhammad Umar Farooq, Kutub Uddin, Awais Khan +1Explainable Deepfake DetectionDeepfake Detection

  8. Teffic-Audio: Tell Fact from Fiction

    Jul 30, 2026Wan Lin, Li Wang, Jindong Wang +2Audio Deepfake DetectionExplainable Deepfake Detection

  9. Beyond Classification: Pathology Foundation Models as Detection Encoders for Mitotic Figures

    Jul 30, 2026Sweta Banerjee, Alireza Teimoury, Nils Porsche +11Pathology Foundation ModelsObject Detection

  10. Improved Robustness in AI-Generated Music Detection

    Jul 29, 2026Emile Dugelay, Thomas Barand, Aurélien Laouar +3Music GenerationAudio Deepfake Detection

  11. Object Detection for Autonomous Driving in Chinese Rural Scenes: An Experimental Study on Real-Synthetic Data Mixing and Model Evaluation

    Jul 29, 2026Danning Zhu, Ziyan Lin, Jing WuNaturalistic Driving DataObject Detection

  12. Actions Have Consequences: Detecting Outcome Performativity using Intervention Testing

    Jul 29, 2026Brandon Gower-Winter, Georg KremplOutcomeClinical Prediction

  13. OVEarth-Bench: Evaluating Category Breadth and Query Diversity for Open-Vocabulary Earth Observation

    Jul 29, 2026Kaiyu Li, Zepeng Xin, Zixuan Jiang +4Cloud-Aware Earth Observation SequencesOpen-Vocabulary

  14. Collusion with Competitive Marginals: Price-Level Audits Are Blind by Construction

    Jul 29, 2026Xin Xu, Chengrui Wu, Jiayu Lu +3Algorithmic CollusionFirst-Price Auctions

  15. Image Quality Dependent Degradation for AI Systems

    Jul 28, 2026Yannick Kees, Elena Hoemann, Frank Köster +1Image Quality AssessmentLow-Quality Data

  16. Few-Shot Open-Vocabulary Remote Sensing Segmentation via Textual Inversion

    Jul 28, 2026Junhyuk Heo, Junghwan ParkRemote Sensing Image SegmentationOpen-Vocabulary

  17. Safety-Aware Cascaded Inference for Crop Damage Assessment with Controlled Error Trade-offs

    Jul 28, 2026José Thiéry Messigbédé Hagbe, Gani Kawsar Gounou, Songbian Karim ZiméAgricultural LandscapesPost-Disaster Damage Assessment

  18. Reading Legends on Ancient Coins: An Object Detection Approach for Character Recognition on a Novel Roman Republican Dataset

    Jul 28, 2026Hafeez AnwarYolo26Object Detection

  19. Room-Mediated Co-occurrence for Zero-Shot Object-Centric Semantic Navigation via Frontier Scoring

    Jul 28, 2026Adam Scicluna, Gavin Paul, Alen AlempijevicVision-Language NavigationSemantic Mapping

  20. Multimodal Semantic-Probabilistic Objectness for Open World Object Detection

    Jul 27, 2026Weijun Tian, Rui LiuOpen-Vocabulary Object DetectionObject Detection

  21. Neuromorphic Object Detection: An In-Depth Study and Future Directions

    Jul 26, 2026Jianing Li, Dianze Li, Arren Glover +5Object DetectionNeuromorphic Hardware

  22. Small-Pollinator Detection in Cluttered Field Video

    Jul 24, 2026Onur Onal, Chen ChenYolo26Videos

  23. Optimal Transport Image Representation and Deep Covariance Alignment (CORAL) for Control Valve Stiction Detection

    Jul 24, 2026Seshu K. DamarlaDetection FrameworkOptimal Transport

  24. Learning-based Hierarchical Tracheal Anatomy Understanding from Sparse Surgical Demonstration Annotations for Ultrasound Robots

    Jul 24, 2026Hiu Ching Cheung, Wenchao Yue, Zhengran Han +4Robot-Assisted Minimally Invasive SurgeryUltrasound

  25. Deep Convolutional Large-Margin ℓp\ell_p-SVDD for Visual Anomaly Detection

    Jul 24, 2026Alireza Dastmalchi Saei, Shervin Rahimzadeh ArashlooReconstruction-Based Anomaly DetectionAnomaly Detection

  26. Probing Speaker Identity Sensitivity in Audio Deepfake Detectors

    Jul 23, 2026Daniyal Kabir Dar, Arun RossAudio Deepfake DetectionSpeaker Identity

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

    Jul 23, 2026Sung-Hoon Yoon, Hoyong Kwon, Changgyoon Oh +1Video-Text AlignmentDense Semantic Segmentation

  28. Detectors Learn the Wrong Thing: Shortcut-Resistant Adversarial Training Against Physically Realizable Attacks

    Jul 23, 2026Yuanhao Huang, Yilong Ren, Jinlei Wang +3Adversarial ExamplesDetection Framework

  29. CGMap: A Geospatially Aware Deep Learning Framework for Crop Gap Mapping Using UAV

    Jul 21, 2026Karan Sharma, Rajiv Ranjan, Dinesh Kumar +1Object DetectionMap

  30. SkyEV: RGB-Event UAV detection and tracking dataset and baseline

    Jul 21, 2026Jakub Mandula, Sebastian Heusinger, Julian Moosmann +2Unmanned Aerial Vehicle DetectionUnmanned Aerial Vehicles

  31. SAR Vessel Detection and Gross Tonnage Estimation from Heterogeneous Datasets for Dark Vessel Identification

    Jul 20, 2026Davide Paltrinieri, Andrea Diecidue, Roberto Basla +3VesselsDetection Framework

  32. Toward Optimal Adenovirus Detection Using YOLO26

    Jul 20, 2026Olivier RukundoYolov8-Nano ModelYolo26

  33. Does Super-Resolution Preserve Defect Evidence? A Low-False-Call Benchmark for Semiconductor Inspection

    Jul 19, 2026Shaoliang Yang, Jun WangSuper-Resolution FrameworkReconstruction Quality

  34. From Perception to Assistance: Open-Vocabulary Shared Autonomy for Robotic Manipulation

    Jul 19, 2026Murilo Vinicius da Silva, Ricardo V. Godoy, Juliano Negri +3Generalizable Robotic ManipulationsRgb-Depth Cameras

  35. Spatiotemporal Facial Action Unit Detection using Twin Cycle Autoencoders for Driver Monitoring

    Jul 18, 2026Sai Sidharth DFacial Expression RecognitionDetection Framework

  36. Foundation-Assisted Active Learning for Object Detection Annotation

    Jul 18, 2026Jinchang Zhang, Arnold Zumbrun, Jing Lin +1Object DetectionActive Learning

  37. Vision-Language-Motion Maps: An Open-Vocabulary, Uncertainty-Aware, Queryable Motion Attribute for 3D Scene Maps

    Jul 17, 2026Dibyendu Ghosh, Ayushi Shakya3D Mapping3D Scene Understanding

  38. Embodied Active Learning under Limited Annotation and Navigation Budget for Object Detection

    Jul 17, 2026Hadrien Crassous, Mohamed Yassine Kabouri, Minahil Raza +2Object DetectionActive Learning

  39. Boundary-Seeking GAN-Augmented TabTransformer for Adversarially Robust Intrusion Detection

    Jul 17, 2026Raihan Sultan Pasha Basuki, Aliyah KurniasihIntrusion DetectionGenerative Adversarial Network

  40. Cotton-SF YOLO: Learning Structural and Frequency Cues for Early Cotton Square Detection in Complex Field Environments

    Jul 16, 2026Chengjia Zhang, Yu Li, Feiri Ali +5Yolo26Crop

  41. Beyond Visual Grasping: Benchmarking Complex Grasping from Detection to Execution

    Jul 15, 2026Hanyi Zhang, Khang Nguyen, Charith Munasinghe +10Grasp GenerationGeneralizable Robotic Manipulations

  42. PiVoT: A Variational Solution for Real-time Large-scale Multi-object Detection and Tracking under Heavy Clutter

    Jul 15, 2026Runze Gan, Qing Li, Simon J. Godsill +2Multi-Object TrackingObject Detection

  43. Unleashing Multimodal Large Language Models for Training-free HOI Detection in the Wild

    Jul 15, 2026Ting Lei, Jialin Liu, Zhu Xu +2Multimodal AgentsTraining-Free Hand-Object Interaction Detection

  44. Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System

    Jul 14, 2026Ken Jon Miyachi, Dylan UysExplainable Deepfake DetectionDeepfake Detection

  45. Metric-Guided Synthetic Image Data Rendering for Deep Learning compatible with Agentic AI

    Jul 14, 2026Martina Radoynova, Samuel Pantze, Trina De +2Synthetic-To-Real Domain GapOpen-Vocabulary Object Detection

  46. Bulkhead: Automated Semantic Detection and Remediation of Container Escape Vulnerabilities

    Jul 14, 2026Qiyuan Fan, Zhi Li, Junjie Li +3Vulnerability Detection & RepairRemediation

  47. MambaPSA: A Mamba-based Replacement for C2PSA in YOLO26

    Jul 14, 2026Sheng-Wei Chan, Chia-Min Lin, Hsin-Jui Pan +4Yolo26Bidirectional Mamba

  48. Evidence Subspace Projection: Measuring How Much Evidence Explains Deepfake Detection in Self-Supervised Speech Models

    Jul 13, 2026Yixuan Xiao, Cheng-Wei Lin, Xin Wang +5Audio Deepfake DetectionSelf-Supervised Speech Models

  49. SynCLIP: Synonym-Coherent Language-Image Pretraining for Robust Open-Vocabulary Dense Perception

    Jul 13, 2026Mingjie Xie, Guangjun He, Dongli Xu +5Frozen Contrastive Language-Image Pre-Training Visual EncoderOpen-Vocabulary

  50. Confidence Scores in Open-Vocabulary Detection Are a Biased Mixture of Scale and Semantics

    Jul 13, 2026Yi Tang Soon, Jun-Wei HsiehOpen-Vocabulary Object DetectionOpen-Vocabulary

  51. Unsupervised Detection of Entry and Exit Regions from Vehicle Trajectories for Camera-Agnostic Turning Movement Counts

    Jul 12, 2026Parikshit Singh Rathore, Vishwajeet Pattanaik, Punit RathoreMulti-Object TrackingObject Detection

  52. End-to-End Real-Time Drone-Based Person Detection Framework Using Deep Learning

    Jul 12, 2026Payel Sarmah, Ayush Ranjan, Piyush Kaushik Bhattacharyya +2Unmanned Aerial Vehicle DetectionYolov8-Nano Model

  53. Why Domain Matters: Domain-Aware Benchmarking of Underwater Object Detection and Annotation Quality

    Jul 12, 2026Melanie Wille, Dimity Miller, Tobias Fischer +1Underwater Image EnhancementDetection Framework

  54. Structured Evidence Selection for Weakly Supervised Video Anomaly Detection

    Jul 11, 2026Chenglizhao Chen, Tianxiang Nan, Wen Li +4Video Anomaly UnderstandingAnomaly Detection

  55. REMIND: RE-Identification with Memory for INDoor Navigation

    Jul 10, 2026Pablo Diaz-Pereda, Alejandro Rodriguez-Ramos, David Perez-Saura +1Re-IdentificationMulti-Object Tracking

  56. Toward Active Object Detection for UAVs in the Wild: A Large-Scale Dataset, Benchmark and Method

    Jul 10, 2026Tianpeng Liu, Xinhua Jiang, Li Liu +4Unmanned Aerial VehiclesObject Detection

  57. C-GAP: Class-Aware and Online Prompting Improves Vision-Language Models on Imbalanced Classes

    Jul 10, 2026Francis Fernandez, Arash Jahangiri, Salimeh SekehOpen-Vocabulary Object DetectionOpen-Vocabulary

  58. A Biomimetic Myoelectric Tentacle Prosthesis with Sensorless Object Detection and Vibrotactile Feedback

    Jul 9, 2026Gabrielle Marion, Olivier Lecompte, Amandine Gesta +2LegsSurface Electromyography

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

    Jul 9, 2026ZhiXin SunOpen-Vocabulary Object DetectionVideo Object Segmentation

  60. Unified Face Attack Detection via Fine-Grained Semantic Guidance

    Jul 9, 2026Ning Jiang, Shijie Yu, Dingheng Zeng +4Face Forgery DetectionForgeries