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. Whether, Which, and Whose: Solving the Triple Challenge of Deepfake Proactive Forensics in Multi-Face Scenarios

    Apr 29, 2026Lei Zhang, Zhiqing Guo, Dan Ma +2Deepfake DetectionDigital Forensics

  2. Seeking Consensus: Geometric-Semantic On-the-Fly Recalibration for Open-Vocabulary Remote Sensing Semantic Segmentation

    Apr 29, 2026Guanchun Wang, Chenxiao Wu, Xiangrong Zhang +4Remote Sensing Image SegmentationOpen-Vocabulary

  3. eDySec: A Deep Learning-based Explainable Dynamic Analysis Framework for Detecting Malicious Packages in PyPI Ecosystem

    Apr 29, 2026Sk Tanzir Mehedi, Raja Jurdak, Chadni Islam +2Malware DetectionProgram Analysis

  4. Robust Deepfake Detection: Mitigating Spatial Attention Drift via Calibrated Complementary Ensembles

    Apr 28, 2026Minh-Khoa Le-Phan, Minh-Hoang Le, Trong-Le Do +1Explainable Deepfake DetectionDetection Framework

  5. No Pedestrian Left Behind: Real-Time Detection and Tracking of Vulnerable Road Users for Adaptive Traffic Signal Control

    Apr 28, 2026Anas Gamal Aly, Hala ElAaragPedestrianAdaptive Traffic Signal Control

  6. Leveraging Previous-Traversal Point Cloud Map Priors for Camera-Based 3D Object Detection and Tracking

    Apr 28, 2026Markus Käppeler, Özgün Çiçek, Yakov Miron +13D Object DetectionLight Detection And Ranging

  7. DenseScout: Algorithm-System Co-design for Budgeted Tiny Object Selection on Edge Platforms

    Apr 28, 2026Xiong Zhouzhi, Zimo Zeng, Yi Chen +3Edge ComputingDetection Performance

  8. DouC: Dual-Branch CLIP for Training-Free Open-Vocabulary Segmentation

    Apr 27, 2026Mohamad Zamini, Diksha ShuklaFew-Shot SegmentationOpen-Vocabulary

  9. Instance Awareness of Multi-class Semantic Segmentation Loss Functions

    Apr 27, 2026Soumya Snigdha Kundu, Florian Kofler, Marina Ivory +3Focal LossMultiple Instance Learning

  10. Robust Deepfake Detection, NTIRE 2026 Challenge: Report

    Apr 27, 2026Benedikt Hopf, Radu Timofte, Chenfan Qu +54Explainable Deepfake DetectionDeepfake Detection

  11. LAVA: Layered Audio-Visual Anti-tampering Watermarking for Robust Deepfake Detection and Localization

    Apr 27, 2026Bokang Zeng, Zheng Gao, Xiaoyu Li +2Explainable Deepfake DetectionWatermarks

  12. SeqShield: A Behavioral Analysis Approach to Uncover Rootkits

    Apr 26, 2026Paras Ghodeshwar, Sandeep K Shukla, Anand Handa +1Malware DetectionDetection Performance

  13. DynProto: Dynamic Prototype Evolution for Out-of-Distribution Detection

    Apr 26, 2026Yanqi Wu, Xinhua Lu, Runhe Lai +4Out-Of-Distribution DetectionOpen-Vocabulary Object Detection

  14. Zoom In, Reason Out: Efficient Far-field Anomaly Detection in Expressway Surveillance Videos via Focused VLM Reasoning Guided by Bayesian Inference

    Apr 26, 2026Xiaowei Mao, Bowen Sui, Weijie Zhang +7Video Anomaly UnderstandingAnomaly Detection

  15. Resource-Constrained UAV-Based Weed Detection for Site-Specific Management on Edge Devices

    Apr 25, 2026Linyuan Wang, Haibo Yao, Te-Ming Tseng +4Yolov8-Nano ModelUnmanned Aerial Vehicle Detection

  16. Exploring Hierarchical Consistency and Unbiased Objectness for Open-Vocabulary Object Detection

    Apr 25, 2026Sanghoon Lee, Geon Lee, Hyekang Park +1Open-Vocabulary Object DetectionPseudo-Labeling

  17. Transferable Physical-World Adversarial Patches Against Object Detection in Autonomous Driving

    Apr 25, 2026Zihui Zhu, Ziqi Zhou, Yichen Wang +3Adversarial ExamplesAutonomous Driving

  18. Self-Supervised Learning for Android Malware Detection on a Time-Stamped Dataset

    Apr 24, 2026Annan Fu, Hao Pei, Maryam TanhaMalware DetectionDetection Framework

  19. Efficient Image Annotation via Semi-Supervised Object Segmentation with Label Propagation

    Apr 24, 2026Vitalii Tutevych, Raphael Memmesheimer, Luca Eichler +4Robust SegmentationRobotic Perception

  20. Quality-Driven Selective Mutation for Deep Learning

    Apr 24, 2026Zaheed Ahmed, Emmanuel Charleson Dapaah, Philip Makedonski +1Cryptographically Authorized MutationDeep Learning

  21. ArmSSL: Adversarial Robust Black-Box Watermarking for Self-Supervised Learning Pre-trained Encoders

    Apr 24, 2026Yongqi Jiang, Yansong Gao, Boyu Kuang +3WatermarkingWatermarks

  22. Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners

    Apr 24, 2026Haidong Yuan, Haokun Zhao, Wanshi Xu +4ClassroomsGrading

  23. Railway Artificial Intelligence Learning Benchmark (RAIL-BENCH): A Benchmark Suite for Perception in the Railway Domain

    Apr 24, 2026Annika Bätz, Pavel Klasek, Seo-Young Ham +3Railway EnvironmentsObject Detection

  24. Anatomy-Aware Unsupervised Detection and Localization of Retinal Abnormalities in Optical Coherence Tomography

    Apr 24, 2026Tania Haghighi, Sina Gholami, Hamed Tabkhi +1Optical Coherence TomographyRetinal Imaging

  25. Back to Source: Open-Set Continual Test-Time Adaptation via Domain Compensation

    Apr 23, 2026Yingkai Yang, Chaoqi Chen, Hui HuangContinual Test-Time AdaptationDomain Adaptation

  26. Interpretable facial dynamics as behavioral and perceptual traces of deepfakes

    Apr 23, 2026Timothy Joseph Murphy, Jennifer Cook, Hélio Clemente José CuveExplainable Deepfake DetectionDeepfake Detection

  27. Efficient Logic Gate Networks for Video Copy Detection

    Apr 23, 2026Katarzyna FojcikDifferentiable Logic Gate NetworksFine-Grained Video Understanding

  28. Component-Based Out-of-Distribution Detection

    Apr 23, 2026Wenrui Liu, Hong Chang, Ruibing Hou +2Out-Of-Distribution DetectionIn-Distribution

  29. VFM4^{4}SDG: Unveiling the Power of VFMs for Single-Domain Generalized Object Detection

    Apr 23, 2026Yupeng Zhang, Ruize Han, Ningnan Guo +3Object DetectionVision Foundation Models

  30. A Probabilistic Framework for Improving Dense Object Detection in Underwater Image Data via Annealing-Based Data Augmentation

    Apr 23, 2026Eleanor Wiesler, Trace BaxleyUnderwater Image EnhancementUnderwater Imagery

  31. Attention-Augmented YOLOv8 with Ghost Convolution for Real-Time Vehicle Detection in Intelligent Transportation Systems

    Apr 22, 2026Syed Sajid Ullah, Muhammad Zunair Zamir, Ahsan Ishfaq +1Robust Vehicle RecognitionYolov8-Nano Model

  32. SpaCeFormer: Fast Proposal-Free Open-Vocabulary 3D Instance Segmentation

    Apr 22, 2026Chris Choy, Junha Lee, Chunghyun Park +23D Semantic SegmentationSpatio-Temporal Transformers

  33. Fourier Series Coder: A Novel Perspective on Angle Boundary Discontinuity Problem for Oriented Object Detection

    Apr 22, 2026Minghong Wei, Pu Cao, Zhihao Chen +3Object DetectionFourier

  34. Towards Secure Logging: Characterizing and Benchmarking Logging Code Security Issues with LLMs

    Apr 22, 2026He Yang Yuan, Xin Wang, Kundi Yao +3SecurityDetection Performance

  35. Topology-Aware Skeleton Detection via Lighthouse-Guided Structured Inference

    Apr 22, 2026Daoyong Fu, Xiang Zhang, Zhaohuan Zhan +2SkeletonizationSkeleton

  36. Optimizing Data Augmentation for Real-Time Small UAV Detection: A Lightweight Context-Aware Approach

    Apr 21, 2026Amir Zamani, Zeinab AbediniUnmanned Aerial Vehicle DetectionYolov8-Nano Model

  37. CoCo-SAM3: Harnessing Concept Conflict in Open-Vocabulary Semantic Segmentation

    Apr 21, 2026Yanhui Chen, Baoyao Yang, Siqi Liu +1Dense Semantic SegmentationOpen-Vocabulary

  38. Evaluating LLM-Generated Obfuscated XSS Payloads for Machine Learning-Based Detection

    Apr 21, 2026Divyesh Gabbireddy, Suman SahaObfuscationLanguage Model Evasion Attacks

  39. Industrial Surface Defect Detection via Diffusion Generation and Asymmetric Student-Teacher Network

    Apr 21, 2026Shuo Feng, Runlin Zhou, Yuyang Li +1Scalable Defect DetectionDenoising Diffusion Probabilistic Model

  40. Adaptive Slicing-Assisted Hyper Inference for Enhanced Small Object Detection in High-Resolution Imagery

    Apr 21, 2026Francesco Moretti, Yi Jin, Guiqin MarioObject DetectionFeature Pyramid Networks

  41. HMR-Net: Hierarchical Modular Routing for Cross-Domain Object Detection in Aerial Images

    Apr 20, 2026Pourya Shamsolmoali, Masoumeh Zareapoor, Michael Felsberg +3Aerial DatasetObject Detection

  42. Denoise and Align: Diffusion-Driven Foreground Knowledge Prompting for Open-Vocabulary Temporal Action Detection

    Apr 20, 2026Sa Zhu, Wanqian Zhang, Lin Wang +3Temporal Action LocalizationOpen-Vocabulary Object Detection

  43. Domain-Specialized Object Detection via Model-Level Mixtures of Experts

    Apr 20, 2026Svetlana Pavlitska, Malte Stüven, Beyza Keskin +1Object DetectionMixtures

  44. Class-specific diffusion models improve military object detection in a low-data domain

    Apr 20, 2026Ella P. Fokkinga, Jan Erik van Woerden, Thijs A. Eker +4Synthetic Image DetectionObject Detection

  45. DifFoundMAD: Foundation Models meet Differential Morphing Attack Detection

    Apr 20, 2026Lazaro J. Gonzalez-Soler, André Dörsch, Christian Rathgeb +1Facial RecognitionDetection Framework

  46. ZSG-IAD: A Multimodal Framework for Zero-Shot Grounded Industrial Anomaly Detection

    Apr 20, 2026Qiuhui Chen, Jiaxiang Song, Shuai Tan +1Zero-Shot Anomaly DetectionDetection Framework

  47. Weakly-Supervised Referring Video Object Segmentation through Text Supervision

    Apr 20, 2026Miaojing Shi, Jun Huang, Zijie Yue +1Video Object SegmentationOpen-Vocabulary Object Detection

  48. R-FLoRA: Residual-Statistic-Gated Low-Rank Adaptation for Single-Image Face Morphing Attack Detection

    Apr 19, 2026Raghavendra RamachandraDetection FrameworkBiometrics

  49. Prompt Sensitivity in Vision-Language Grounding: How Small Changes in Wording Affect Object Detection

    Apr 18, 2026Dawar Jyoti Deka, Amit Sethi, Syed Mohammad AliVision-Language Model GroundingOpen-Vocabulary

  50. StomaD2: An All-in-One System for Intelligent Stomatal Phenotype Analysis via Diffusion-Based Restoration Detection Network

    Apr 18, 2026Quanling Zhao, Meng'en Qin, Yanfeng Sun +23D Plant PhenotypingImage Restoration

  51. When W4A4 Breaks Camouflaged Object Detection: Token-Group Dual-Constraint Activation Quantization

    Apr 18, 2026Tianqi Li, Wenyu Fang, Xin He +3Camouflaged Object DetectionObject Detection

  52. BioLip: Language-Generalizable Lip-Sync Deepfake Detection via Biomechanical Constraint Violation Modeling

    Apr 18, 2026Hao Chen, Junnan XuObject ArticulationDiscrete Speech Representations

  53. AstroSURE: Learning to Remove Noise from Astronomical Images Without Ground Truth Data

    Apr 18, 2026Omid Vaheb, Sebastien Fabbro, Stark DraperPhase-Folded Light CurvesDetection Framework

  54. ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection

    Apr 17, 2026Benjamin Chou, Yi Zhu, Surya KoppisettiAudio Deepfake DetectionExplainable Deepfake Detection

  55. A Two-Stage, Object-Centric Deep Learning Framework for Robust Exam Cheating Detection

    Apr 17, 2026Van-Truong Le, Le-Khanh Nguyen, Trong-Doanh NguyenAcademic IntegrityYolov8-Nano Model

  56. Dental Panoramic Radiograph Analysis Using YOLO26 From Tooth Detection to Disease Diagnosis

    Apr 17, 2026Khawaja Azfar Asif, Rafaqat Alam KhanYolo26

  57. DINOv3 Beats Specialized Detectors: A Simple Foundation Model Baseline for Image Forensics

    Apr 17, 2026Jieming Yu, Qiuxiao Feng, Zhuohan Wang +1Dinov3Detection Framework

  58. LLMSniffer: Detecting LLM-Generated Code via GraphCodeBERT and Supervised Contrastive Learning

    Apr 17, 2026Mahir Labib Dihan, Abir MuhtasimCode QualityMachine-Generated Text Detection

  59. SENSE: Stereo OpEN Vocabulary SEmantic Segmentation

    Apr 17, 2026Thomas Campagnolo, Ezio Malis, Philippe Martinet +1Dense Semantic SegmentationOpen-Vocabulary

  60. RAGognizer: Hallucination-Aware Fine-Tuning via Detection Head Integration

    Apr 17, 2026Fabian Ridder, Laurin Lessel, Malte SchillingLarge Language Model HallucinationRetrieval-Augmented Generation Systems