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        AUTHOR = "Shen, B. and Zhang, R. and Chen, H.",
        TITLE = "An Adaptively Attention-Driven Cascade Part-Based Graph Embedding
Framework for UAV Object Re-Identification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189505"}

@article{bb194101,
        AUTHOR = "Zheng, M.X. and Wu, H.Y.",
        TITLE = "Vehicle Recognition Based on Region Growth of Relative Tension and
Similarity Measurement of Side Projection Profile of Vehicle Body",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "6",
        PAGES = "1493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189506"}

@article{bb194102,
        AUTHOR = "Oh, D. and Kang, K. and Seo, S. and Xiao, J. and Jang, K. and Kim, K. and Park, H. and Won, J.",
        TITLE = "Low-Cost Object Detection Models for Traffic Control Devices through
Domain Adaption of Geographical Regions",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189507"}

@article{bb194103,
        AUTHOR = "Roy, D. and Li, Y.Y. and Jian, T. and Tian, P. and Chowdhury, K. and Ioannidis, S.",
        TITLE = "Multi-Modality Sensing and Data Fusion for Multi-Vehicle Detection",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "2280-2295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189508"}

@article{bb194104,
        AUTHOR = "Lu, Y.F. and Gao, J.W. and Yu, Q. and Li, Y. and Lv, Y.S. and Qiao, H.",
        TITLE = "A Cross-Scale and Illumination Invariance-Based Model for Robust
Object Detection in Traffic Surveillance Scenarios",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "6989-6999",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189509"}

@article{bb194105,
        AUTHOR = "Luo, T. and Wang, H. and Cai, Y.F. and Chen, L. and Wang, K. and Yu, Y.J.",
        TITLE = "Binary residual feature pyramid network: An improved feature fusion
module based on double-channel residual pyramid structure for
autonomous detection algorithm",
        JOURNAL = IET-ITS,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "7",
        PAGES = "1288-1301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189510"}

@article{bb194106,
        AUTHOR = "Chen, C. and Wang, C.Y. and Liu, B. and He, C. and Cong, L. and Wan, S.H.",
        TITLE = "Edge Intelligence Empowered Vehicle Detection and Image Segmentation
for Autonomous Vehicles",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "13023-13034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189511"}

@article{bb194107,
        AUTHOR = "Xu, H.X. and Lai, S. and Li, X. and Yang, Y.",
        TITLE = "Cross-domain car detection model with integrated convolutional block
attention mechanism",
        JOURNAL = IVC,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "104834",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189512"}

@article{bb194108,
        AUTHOR = "Chan, P.H. and Huggett, A. and Souvalioti, G. and Jennings, P. and Donzella, V.",
        TITLE = "Influence of AVC and HEVC Compression on Detection of Vehicles
Through Faster R-CNN",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "203-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189513"}

@article{bb194109,
        AUTHOR = "Yao, Y. and Zheng, L. and Yang, X.D. and Napthade, M. and Gedeon, T.",
        TITLE = "Attribute Descent: Simulating Object-Centric Datasets on the Content
Level and Beyond",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2489-2505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189514"}

@inproceedings{bb194110,
        AUTHOR = "Yao, Y. and Zheng, L. and Yang, X.D. and Napthade, M. and Gedeon, T.",
        TITLE = "Simulating Content Consistent Vehicle Datasets with Attribute Descent",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VI:775-791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189515"}

@article{bb194111,
        AUTHOR = "Ilamathi, M. and Ramakrishnan, S. and Babusankar, R.K.",
        TITLE = "Proactive hybrid learning framework for real-time multi-vehicle
detection in unregulated traffic environments",
        JOURNAL = IVC,
        VOLUME = "147",
        YEAR = "2024",
        PAGES = "105081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189516"}

@article{bb194112,
        AUTHOR = "Liu, H. and Sun, Y.",
        TITLE = "Self-supervised 3D vehicle detection based on monocular images",
        JOURNAL = SP:IC,
        VOLUME = "127",
        YEAR = "2024",
        PAGES = "117149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189517"}

@article{bb194113,
        AUTHOR = "Pan, H. and Guan, S.P. and Zhao, X.Y.",
        TITLE = "LVD-YOLO: An efficient lightweight vehicle detection model for
intelligent transportation systems",
        JOURNAL = IVC,
        VOLUME = "151",
        YEAR = "2024",
        PAGES = "105276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189518"}

@article{bb194114,
        AUTHOR = "Deshmukh, P. and Rayasam, K.C. and Sahoo, U.K. and Das, S.K. and Majhi, S.",
        TITLE = "Multi-Class Vehicle Detection Using VDnet in Heterogeneous Traffic",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "19415-19429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189519"}

@article{bb194115,
        AUTHOR = "Chen, Y. and Lu, J.",
        TITLE = "Efficient Vehicle Detection and Optimization in Multi-Graph Mode
Considering Multi-Section Tracking Based on Geographic Similarity",
        JOURNAL = IJGI,
        VOLUME = "13",
        YEAR = "2024",
        NUMBER = "11",
        PAGES = "383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189520"}

@article{bb194116,
        AUTHOR = "Liu, Z.W. and Yang, N. and Wang, Y. and Li, Y. and Zhao, X.M. and Wang, F.Y.",
        TITLE = "Enhancing Traffic Object Detection in Variable Illumination with
RGB-Event Fusion",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "20335-20350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189521"}

@article{bb194117,
        AUTHOR = "Wang, J.F. and Chen, Y. and Ji, X.Y. and Dong, Z.K. and Gao, M.Y. and He, Z.W.",
        TITLE = "SpikeTOD: A Biologically Interpretable Spike-Driven Object Detection
in Challenging Traffic Scenarios",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "21297-21314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189522"}

@article{bb194118,
        AUTHOR = "Wei, W. and Fu, X. and Ma, S.Q. and Zhu, Y.Q. and Lu, N.",
        TITLE = "Reducing overfitting in vehicle recognition by decorrelated sparse
representation regularisation",
        JOURNAL = IET-CV,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "8",
        PAGES = "1351-1361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189523"}

@article{bb194119,
        AUTHOR = "Zhang, N. and Chai, B. and Song, J. and Tian, T. and Zhu, P.F. and Ma, J.Y. and Tian, J.W.",
        TITLE = "Omni-Scene Infrared Vehicle Detection: An Efficient Selective
Aggregation approach and a unified benchmark",
        JOURNAL = PandRS,
        VOLUME = "223",
        YEAR = "2025",
        PAGES = "244-260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189524"}

@article{bb194120,
        AUTHOR = "Zhao, Y.Z. and Zhao, H.D. and Shi, J.F.",
        TITLE = "YOLOv8-MAH: Multi-attribute recognition model for Vehicles",
        JOURNAL = PR,
        VOLUME = "167",
        YEAR = "2025",
        PAGES = "111849",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189525"}

@article{bb194121,
        AUTHOR = "Shang, L.Z. and Min, C. and Wang, J. and Xiao, L. and Zhao, D.W. and Nie, Y.M.",
        TITLE = "Aerial-Ground Cross-View Vehicle Re-Identification: A Benchmark
Dataset and Baseline",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "15",
        PAGES = "2653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189526"}

@article{bb194122,
        AUTHOR = "Yu, W.J. and Du, J. and Chen, Y.Z. and Jin, L. and Li, X.W. and Yuen, C.",
        TITLE = "Vehicle Localization Based on Bayesian Tensor Decomposition in
Intelligent Transportation Systems",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "16204-16221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189527"}

@article{bb194123,
        AUTHOR = "Ouyang, W.J. and Mu, J.S. and Jing, X.J. and Wang, Y.",
        TITLE = "Efficient Vehicle Recognition and Tracking for UAV-Enabled
Intelligent Transport Systems:
A Multi-Agent Reinforcement Learning Method",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "20930-20940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189528"}

@article{bb194124,
        AUTHOR = "Liu, J.W. and Yang, D. and Zhai, D.H. and Yu, M.S.",
        TITLE = "Monocular 3D Vehicle Detection Based on Video Point Tracking:
A Novel Approach Without Prior Information",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "21172-21185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189529"}

@article{bb194125,
        AUTHOR = "Zhang, W.X. and Ni, S.T. and Liao, J.W. and Qin, C.X. and Wang, J. and Fang, X.",
        TITLE = "A Lightweight Similar Vehicle Detection Method With Multi-Scale
Attention and Feature Fusion",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "22985-22995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189530"}

@article{bb194126,
        AUTHOR = "Wu, W.T. and Hong, F. and Wang, X. and Li, C.L. and Tang, J.",
        TITLE = "Attribute-Guided Semantic Alignment With Pre-Trained Foundation
Models for Vehicle Detection",
        JOURNAL = ITS,
        VOLUME = "27",
        YEAR = "2026",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "6372-6386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189531"}

@article{bb194127,
        AUTHOR = "Liu, D. and Zhao, X.L. and Zhao, S.Y. and Ru, L. and Li, S. and Liu, P.F. and Bai, J.C.",
        TITLE = "SHALA: Sparse Hierarchical Alignment for Visible-Infrared Vehicle
Re-Identification Under Aerial-Ground Viewpoint Gaps",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "18",
        PAGES = "3219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189532"}

@inproceedings{bb194128,
        AUTHOR = "Rabasseda, O. and Li, Z. and Nasrollahi, K. and Escalera, S.",
        TITLE = "SOVABench: A Vehicle Surveillance Action Retrieval Benchmark for
Multimodal Large Language Models",
        BOOKTITLE = RWSurvil26,
        YEAR = "2026",
        PAGES = "95-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189533"}

@inproceedings{bb194129,
        AUTHOR = "Wu, H.T. and Meng, Y. and Niu, B.Q.",
        TITLE = "Vehicle Detection Under Complex Weather Conditions Based on an
Adaptive Model",
        BOOKTITLE = ICIVC25,
        YEAR = "2025",
        PAGES = "216-221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189534"}

@inproceedings{bb194130,
        AUTHOR = "Sun, C.J. and Hu, Y. and Jin, X.",
        TITLE = "Tiny Object Detection from UAV Viewpoint Based on Improved YOLOv8n",
        BOOKTITLE = ICIVC24,
        YEAR = "2024",
        PAGES = "135-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189535"}

@inproceedings{bb194131,
        AUTHOR = "Ngo, B.H. and Nguyen, D.T. and Do Tran, N.T. and Thien, P.P.H. and An, M.H. and Nguyen, T.N. and Hoang, L.N. and Nguyen, V.D. and Dinh, Q.V.",
        TITLE = "Comprehensive Visual Features and Pseudo Labeling for Robust Natural
Language-based Vehicle Retrieval",
        BOOKTITLE = AICity23,
        YEAR = "2023",
        PAGES = "5409-5418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189536"}

@inproceedings{bb194132,
        AUTHOR = "Xie, D. and Liu, L. and Zhang, S.J. and Tian, J.",
        TITLE = "A Unified Multi-modal Structure for Retrieving Tracked Vehicles
through Natural Language Descriptions",
        BOOKTITLE = AICity23,
        YEAR = "2023",
        PAGES = "5419-5427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189537"}

@inproceedings{bb194133,
        AUTHOR = "Mokayed, H. and Nayebiastaneh, A. and De, K. and Sozos, S. and Hagner, O. and Backe, B.",
        TITLE = "Nordic Vehicle Dataset (NVD): Performance of vehicle detectors using
newly captured NVD from UAV in different snowy weather conditions",
        BOOKTITLE = AICity23,
        YEAR = "2023",
        PAGES = "5314-5322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189538"}

@article{bb194134,
        AUTHOR = "Garcia Aguilar, I. and Garcia Gonzalez, J. and Luque Baena, R.M. and Lopez Rubio, E.",
        TITLE = "Automated labeling of training data for improved object detection in
traffic videos by fine-tuned deep convolutional neural networks",
        JOURNAL = PRL,
        VOLUME = "167",
        YEAR = "2023",
        PAGES = "45-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189539"}

@inproceedings{bb194135,
        AUTHOR = "Seo, T. and Park, K.H. and Chung, H.",
        TITLE = "SOCAR: Socially-Obtained CAR Dataset for Image Recognition in the
Wild",
        BOOKTITLE = Novelty23,
        YEAR = "2023",
        PAGES = "430-438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189540"}

@inproceedings{bb194136,
        AUTHOR = "Yuan, M.X. and Wang, Y.Y. and Wei, X.X.",
        TITLE = "Translation, Scale and Rotation: Cross-Modal Alignment Meets
RGB-Infrared Vehicle Detection",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "IX:509-525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189541"}

@inproceedings{bb194137,
        AUTHOR = "Wang, Z.T. and Li, W. and Wu, X. and Sheng, L.",
        TITLE = "Learning Selective Assignment Network for Scene-Aware Vehicle
Detection",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "1366-1370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189542"}

@inproceedings{bb194138,
        AUTHOR = "Zhang, J.C. and Lin, X.R. and Jiang, M. and Yu, Y. and Gong, C.T. and Zhang, W. and Tan, X. and Li, Y.Y. and Ding, E. and Li, G.B.",
        TITLE = "A Multi-granularity Retrieval System for Natural Language-based
Vehicle Retrieval",
        BOOKTITLE = AICity22,
        YEAR = "2022",
        PAGES = "3215-3224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189543"}

@inproceedings{bb194139,
        AUTHOR = "Miao, H. and Lu, F.X. and Liu, Z.D. and Zhang, L.J. and Manocha, D. and Zhou, B.",
        TITLE = "Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVIS",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "15611-15620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189544"}

@inproceedings{bb194140,
        AUTHOR = "Liu, M.Y. and Qi, N. and Shi, Y.H. and Yin, B.C.",
        TITLE = "An Attention Fusion Network for Event-Based Vehicle Object Detection",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3363-3367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189545"}

@inproceedings{bb194141,
        AUTHOR = "Zhang, H.T. and Ji, H.R. and Zheng, A. and Hwang, J.N. and Hwang, R.H.",
        TITLE = "Monocular 3D Localization of Vehicles in Road Scenes",
        BOOKTITLE = AVVision21,
        YEAR = "2021",
        PAGES = "2855-2864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189546"}

@inproceedings{bb194142,
        AUTHOR = "Sun, P. and Wang, W. and Chai, Y.N. and Elsayed, G. and Bewley, A. and Zhang, X. and Sminchisescu, C. and Anguelov, D.",
        TITLE = "RSN:
Range Sparse Net for Efficient, Accurate LiDAR 3D Object Detection",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "5721-5730",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189547"}

@inproceedings{bb194143,
        AUTHOR = "Koestler, L. and Yang, N. and Wang, R. and Cremers, D.",
        TITLE = "Learning Monocular 3D Vehicle Detection Without 3D Bounding Box Labels",
        BOOKTITLE = GCPR20,
        YEAR = "2020",
        PAGES = "116-129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189548"}

@inproceedings{bb194144,
        AUTHOR = "Hofstetter, I. and Springer, M. and Ries, F. and Haueis, M.",
        TITLE = "Constellation Codebooks for Reliable Vehicle Localization",
        BOOKTITLE = GCPR20,
        YEAR = "2020",
        PAGES = "303-315",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189549"}

@inproceedings{bb194145,
        AUTHOR = "Bai, S. and Zheng, Z.D. and Wang, X.H. and Lin, J.Y. and Zhang, Z. and Zhou, C. and Yang, H.X. and Yang, Y.",
        TITLE = "Connecting Language and Vision for Natural Language-Based Vehicle
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        BOOKTITLE = AICity21,
        YEAR = "2021",
        PAGES = "4029-4038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189550"}

@inproceedings{bb194146,
        AUTHOR = "Lee, S. and Woo, T. and Lee, S.H.",
        TITLE = "SBNet: Segmentation-based Network for Natural Language-based Vehicle
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        BOOKTITLE = AICity21,
        YEAR = "2021",
        PAGES = "4049-4055",
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@inproceedings{bb194147,
        AUTHOR = "Sun, Z. and Liu, X.F. and Bi, X.P. and Nie, X.S. and Yin, Y.L.",
        TITLE = "DUN: Dual-path Temporal Matching Network for Natural Language-based
Vehicle Retrieval",
        BOOKTITLE = AICity21,
        YEAR = "2021",
        PAGES = "4056-4062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189552"}

@inproceedings{bb194148,
        AUTHOR = "Khorramshahi, P. and Rambhatla, S.S. and Chellappa, R.",
        TITLE = "Towards Accurate Visual and Natural Language-Based Vehicle Retrieval
Systems",
        BOOKTITLE = AICity21,
        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189553"}

@inproceedings{bb194149,
        AUTHOR = "Park, E.J. and Kim, H. and Jeong, S. and Kang, B. and Kwon, Y.",
        TITLE = "Keyword-based Vehicle Retrieval",
        BOOKTITLE = AICity21,
        YEAR = "2021",
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@inproceedings{bb194150,
        AUTHOR = "Nguyen, T.M. and Pham, Q.H. and Doan, L.B. and Trinh, H.V. and Nguyen, V.A. and Phan, V.H.",
        TITLE = "Contrastive Learning for Natural Language-Based Vehicle Retrieval",
        BOOKTITLE = AICity21,
        YEAR = "2021",
        PAGES = "4240-4247",
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@inproceedings{bb194151,
        AUTHOR = "Scribano, C. and Sapienza, D. and Franchini, G. and Verucchi, M. and Bertogna, M.",
        TITLE = "All You Can Embed: Natural Language based Vehicle Retrieval with
Spatio-Temporal Transformers",
        BOOKTITLE = AICity21,
        YEAR = "2021",
        PAGES = "4248-4257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189556"}

@inproceedings{bb194152,
        AUTHOR = "Lee, C. and Seo, J. and Jung, H.",
        TITLE = "Training Domain-invariant Object Detector Faster with Feature Replay
and Slow Learner",
        BOOKTITLE = EarthVision21,
        YEAR = "2021",
        PAGES = "1172-1181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189557"}

@inproceedings{bb194153,
        AUTHOR = "Azimi, S.M. and Bahmanyar, R. and Henry, C. and Kurz, F.",
        TITLE = "EAGLE: Large-Scale Vehicle Detection Dataset in Real-World Scenarios
using Aerial Imagery",
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        YEAR = "2021",
        PAGES = "6920-6927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189558"}

@inproceedings{bb194154,
        AUTHOR = "Wang, X. and Hu, X. and Chen, C. and Fan, Z. and Peng, S.",
        TITLE = "Illuminating Vehicles With Motion Priors For Surveillance Vehicle
Detection",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2021-2025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189559"}

@inproceedings{bb194155,
        AUTHOR = "Woo, S. and Hwang, S. and Kim, W. and Lee, J. and Lee, D. and Lee, S.",
        TITLE = "False Positive Removal for 3D Vehicle Detection With Penetrated Point
Classifier",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2721-2725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189560"}

@inproceedings{bb194156,
        AUTHOR = "Peri, N. and Khorramshahi, P. and Rambhatla, S.S. and Shenoy, V. and Rawat, S. and Chen, J. and Chellappa, R.",
        TITLE = "Towards Real-Time Systems for Vehicle Re-Identification, Multi-Camera
Tracking, and Anomaly Detection",
        BOOKTITLE = City20,
        YEAR = "2020",
        PAGES = "2648-2657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189561"}

@inproceedings{bb194157,
        AUTHOR = "Qian, Y.J. and Yu, L.J. and Liu, W.H. and Hauptmann, A.G.",
        TITLE = "ELECTRICITY: An Efficient Multi-camera Vehicle Tracking System for
Intelligent City",
        BOOKTITLE = City20,
        YEAR = "2020",
        PAGES = "2511-2519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189562"}

@inproceedings{bb194158,
        AUTHOR = "Yu, L.J. and Qian, Y.J. and Liu, W.H. and Hauptmann, A.G.",
        TITLE = "Argus++: Robust Real-time Activity Detection for Unconstrained Video
Streams with Overlapping Cube Proposals",
        BOOKTITLE = Activity22,
        YEAR = "2022",
        PAGES = "112-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189563"}

@inproceedings{bb194159,
        AUTHOR = "Yu, L.J. and Feng, Q.Y. and Qian, Y.J. and Liu, W.H. and Hauptmann, A.G.",
        TITLE = "Zero-VIRUS*: Zero-shot Vehicle Route Understanding System for
Intelligent Transportation",
        BOOKTITLE = City20,
        YEAR = "2020",
        PAGES = "2534-2543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189564"}

@inproceedings{bb194160,
        AUTHOR = "Liu, Z. and Lian, T. and Farrell, J. and Wandell, B.",
        TITLE = "Soft Prototyping Camera Designs for Car Detection Based on a
Convolutional Neural Network",
        BOOKTITLE = ADW19,
        YEAR = "2019",
        PAGES = "2383-2392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189565"}

@inproceedings{bb194161,
        AUTHOR = "Yan, X. and Yu, Y. and Wang, F. and Liu, W. and He, S. and Pan, J.",
        TITLE = "Visualizing the Invisible: Occluded Vehicle Segmentation and Recovery",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "7617-7626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189566"}

@inproceedings{bb194162,
        AUTHOR = "Fattal, A.K. and Karg, M. and Scharfenberger, C. and Adamy, J.",
        TITLE = "Distant Vehicle Detection: How Well Can Region Proposal Networks Cope
with Tiny Objects at Low Resolution?",
        BOOKTITLE = CVRoads18,
        YEAR = "2018",
        PAGES = "I:289-304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189567"}

@inproceedings{bb194163,
        AUTHOR = "Gupta, I. and Rangesh, A. and Trivedi, M.",
        TITLE = "3D Bounding Boxes for Road Vehicles: A One-Stage, Localization
Prioritized Approach Using Single Monocular Images",
        BOOKTITLE = AutoNUE18,
        YEAR = "2018",
        PAGES = "V:626-641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189568"}

@inproceedings{bb194164,
        AUTHOR = "Sandhu, M. and Upadhyay, S. and Krishna, M. and Medasani, S.",
        TITLE = "Motion Segmentation Using Spectral Clustering on Indian Road Scenes",
        BOOKTITLE = AutoNUE18,
        YEAR = "2018",
        PAGES = "V:676-687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189569"}

@inproceedings{bb194165,
        AUTHOR = "Sun, Y. and Li, M. and Lu, J.",
        TITLE = "Part-based Multi-stream Model for Vehicle Searching",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1372-1377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189570"}

@inproceedings{bb194166,
        AUTHOR = "Sheeny, M. and Wallace, A. and Emambakhsh, M. and Wang, S. and Connor, B.",
        TITLE = "POL-LWIR Vehicle Detection:
Convolutional Neural Networks Meet Polarised Infrared Sensors",
        BOOKTITLE = PBVS18,
        YEAR = "2018",
        PAGES = "1328-13286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189571"}

@inproceedings{bb194167,
        AUTHOR = "Tokuda, E.K. and Ferreira, G.B.A. and Silva, C. and Cesar, R.M.",
        TITLE = "A Novel Semi-Supervised Detection Approach with Weak Annotation",
        BOOKTITLE = Southwest18,
        YEAR = "2018",
        PAGES = "129-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189572"}

@inproceedings{bb194168,
        AUTHOR = "Fan, W. and Ainouz, S. and Meriaudeau, F. and Bensrhair, A.",
        TITLE = "Polarization-Based Car Detection",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3069-3073",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189573"}

@inproceedings{bb194169,
        AUTHOR = "Wang, X. and Cheng, P. and Liu, X. and Uzochukwu, B.",
        TITLE = "Focal loss dense detector for vehicle surveillance",
        BOOKTITLE = ISCV18,
        YEAR = "2018",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189574"}

@inproceedings{bb194170,
        AUTHOR = "Moate, C.P. and Hayward, S.D. and Ellis, J.S. and Russell, L. and Timmerman, R.O. and Lane, R.O. and Strain, T.J.",
        TITLE = "Vehicle Detection in Infrared Imagery Using Neural Networks with
Synthetic Training Data",
        BOOKTITLE = ICIAR18,
        YEAR = "2018",
        PAGES = "453-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189575"}

@inproceedings{bb194171,
        AUTHOR = "Yang, B. and Zhang, Y.Y. and Cao, J.M. and Zou, L.",
        TITLE = "On Road Vehicle Detection Using an Improved Faster RCNN Framework with
Small-Size Region Up-Scaling Strategy",
        BOOKTITLE = "PSIVTWS17",
        YEAR = "2017",
        PAGES = "241-253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189576"}

@inproceedings{bb194172,
        AUTHOR = "Rujikietgumjorn, S. and Watcharapinchai, N.",
        TITLE = "Vehicle detection with sub-class training using R-CNN for the
UA-DETRAC benchmark",
        BOOKTITLE = AVSS17,
        YEAR = "2017",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189577"}

@article{bb194173,
        AUTHOR = "Yuan, X. and Su, S.A. and Chen, H.J.",
        TITLE = "A Graph-Based Vehicle Proposal Location and Detection Algorithm",
        JOURNAL = ITS,
        VOLUME = "18",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3282-3289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189578"}

@inproceedings{bb194174,
        AUTHOR = "Espinosa, J.E. and Velastin, S.A. and Branch, J.W.",
        TITLE = "Vehicle Detection Using Alex Net and Faster R-CNN Deep Learning Models:
A Comparative Study",
        BOOKTITLE = IVIC17,
        YEAR = "2017",
        PAGES = "3-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189579"}

@inproceedings{bb194175,
        AUTHOR = "Castrejon, L. and Kundu, K. and Urtasun, R. and Fidler, S.",
        TITLE = "Annotating Object Instances with a Polygon-RNN",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4485-4493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189580"}

@inproceedings{bb194176,
        AUTHOR = "Lee, J.T. and Chung, Y.",
        TITLE = "Deep Learning-Based Vehicle Classification Using an Ensemble of Local
Expert and Global Networks",
        BOOKTITLE = Traffic17,
        YEAR = "2017",
        PAGES = "920-925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189581"}

@inproceedings{bb194177,
        AUTHOR = "Liu, J.X. and Sun, N. and Han, G. and Yang, H.G.",
        TITLE = "Vehicle sparse recognition via class dictionary learning",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "185-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189582"}

@inproceedings{bb194178,
        AUTHOR = "Farhat, M. and Mhiri, S. and Tagina, M.",
        TITLE = "Free training object detection based on multi-stage fusion using
belief functions",
        BOOKTITLE = ISIVC16,
        YEAR = "2016",
        PAGES = "153-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189583"}

@inproceedings{bb194179,
        AUTHOR = "van den Brand, J. and Ochs, M. and Mester, R.",
        TITLE = "Instance-Level Segmentation of Vehicles by Deep Contours",
        BOOKTITLE = CVTSV16,
        YEAR = "2016",
        PAGES = "I: 477-492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189584"}

@inproceedings{bb194180,
        AUTHOR = "Mogelmose, A. and Moeslund, T.B.",
        TITLE = "Analyzing Wheels of Vehicles in Motion Using Laser Scanning",
        BOOKTITLE = Traffic16,
        YEAR = "2016",
        PAGES = "1601-1608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189585"}

@inproceedings{bb194181,
        AUTHOR = "Czapla, Z.",
        TITLE = "Orthogonal Gradient-Based Binary Image Representation for Vehicle
Detection",
        BOOKTITLE = ICCVG16,
        YEAR = "2016",
        PAGES = "453-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189586"}

@inproceedings{bb194182,
        AUTHOR = "Zhou, Y. and Liu, L. and Shao, L. and Mellor, M.",
        TITLE = "DAVE: A Unified Framework for Fast Vehicle Detection and Annotation",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "II: 278-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189587"}

@inproceedings{bb194183,
        AUTHOR = "Fang, Y. and Sun, L. and Fu, H. and Wu, T. and Wang, R. and Dai, B.",
        TITLE = "Learning deep compact channel features for object detection in
traffic scenes",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1052-1056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189588"}

@inproceedings{bb194184,
        AUTHOR = "Huang, J. and You, S.",
        TITLE = "Vehicle detection in urban point clouds with orthogonal-view
convolutional neural network",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "2593-2597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189589"}

@inproceedings{bb194185,
        AUTHOR = "Xu, H. and Huang, Q. and Kuo, C.C.J.",
        TITLE = "Car detection using deformable part models with composite features",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3812-3816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189590"}

@inproceedings{bb194186,
        AUTHOR = "Sedaghat, N. and Brox, T.",
        TITLE = "Unsupervised Generation of a View Point Annotated Car Dataset from
Videos",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1314-1322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189591"}

@inproceedings{bb194187,
        AUTHOR = "Struwe, M. and Hasler, S. and Bauer Wersing, U.",
        TITLE = "Rendered Benchmark Data Set for Evaluation of Occlusion-Handling
Strategies of a Parts-Based Car Detector",
        BOOKTITLE = PSIVT15,
        YEAR = "2015",
        PAGES = "99-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189592"}

@inproceedings{bb194188,
        AUTHOR = "Shahraki, F.F. and Yazdanpanah, A.P. and Regentova, E.E. and Muthukumar, V.",
        TITLE = "Bicycle Detection Using HOG, HSC and MLBP",
        BOOKTITLE = ISVC15,
        YEAR = "2015",
        PAGES = "II: 554-562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189593"}

@inproceedings{bb194189,
        AUTHOR = "Dekkiche, D. and Vincke, B. and Merigot, A.",
        TITLE = "Vehicles Detection in Stereo Vision Based on Disparity Map Segmentation
and Objects Classification",
        BOOKTITLE = ISVC15,
        YEAR = "2015",
        PAGES = "I: 762-773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189594"}

@inproceedings{bb194190,
        AUTHOR = "Bloisi, D.D. and Iocchi, L. and Pennisi, A. and Tombolini, L.",
        TITLE = "ARGOS: Venice Boat Classification",
        BOOKTITLE = AVSS15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189595"}

@inproceedings{bb194191,
        AUTHOR = "Shih, H.C. and Wang, H.Y.",
        TITLE = "Vehicle identification using distance-based appearance model",
        BOOKTITLE = AVSS15,
        YEAR = "2015",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189596"}

@inproceedings{bb194192,
        AUTHOR = "Yang, L.J. and Luo, P. and Loy, C.C. and Tang, X.",
        TITLE = "A large-scale car dataset for fine-grained categorization and
verification",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "3973-3981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189597"}

@inproceedings{bb194193,
        AUTHOR = "Naiel, M.A. and Ahmad, M.O. and Swamy, M.N.S.",
        TITLE = "Vehicle Detection Using Approximation of Feature Pyramids in the DFT
Domain",
        BOOKTITLE = ICIAR15,
        YEAR = "2015",
        PAGES = "429-436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189598"}

@inproceedings{bb194194,
        AUTHOR = "Takeuchi, R. and Kato, K. and Harwood, D. and Davis, L.S.",
        TITLE = "Vehicle detection using PLS Hough transform",
        BOOKTITLE = FCV15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189599"}

@inproceedings{bb194195,
        AUTHOR = "Kurnianggoro, L. and Wahyono and Jo, K.H.",
        TITLE = "Utilization of optimally selected features for car detection in
calibrated camera and LRF system",
        BOOKTITLE = FCV15,
        YEAR = "2015",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189600"}

@inproceedings{bb194196,
        AUTHOR = "Wong, D. and Deguchi, D. and Ide, I. and Murase, H.",
        TITLE = "Vision-Based Vehicle Localization Using a Visual Street Map with
Embedded SURF Scale",
        BOOKTITLE = CVVT14,
        YEAR = "2014",
        PAGES = "167-179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189601"}

@inproceedings{bb194197,
        AUTHOR = "Wei, L.J. and Soheilian, B. and Gouet Brunet, V.",
        TITLE = "Augmenting Vehicle Localization Accuracy with Cameras and 3D Road
Infrastructure Database",
        BOOKTITLE = CVVT14,
        YEAR = "2014",
        PAGES = "194-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189602"}

@inproceedings{bb194198,
        AUTHOR = "Zhang, D.H. and He, X.M. and Li, H.X.",
        TITLE = "Data-Driven Street Scene Layout Estimation for Distant Object
Detection",
        BOOKTITLE = DICTA14,
        YEAR = "2014",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189603"}

@inproceedings{bb194199,
        AUTHOR = "Ballesteros, G. and Salgado, L.",
        TITLE = "Histograms of oriented gradients for fast on-board vehicle
verification",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "1638-1642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT189604"}

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