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        TITLE = "Fast Automatic Vehicle Annotation for Urban Traffic Surveillance",
        JOURNAL = ITS,
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        YEAR = "2018",
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        MONTH = "June",
        PAGES = "1973-1984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184224"}

@article{bb188801,
        AUTHOR = "Tao, H.J. and Lu, X.B.",
        TITLE = "Smoky vehicle detection based on multi-scale block Tamura features",
        JOURNAL = SIViP,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "1061-1068",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184225"}

@article{bb188802,
        AUTHOR = "Tao, H.J. and Lu, X.B.",
        TITLE = "Automatic smoky vehicle detection from traffic surveillance video based
on vehicle rear detection and multi-feature fusion",
        JOURNAL = IET-ITS,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "252-259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184226"}

@article{bb188803,
        AUTHOR = "Tao, H.J. and Lu, X.B.",
        TITLE = "Contour-based smoky vehicle detection from surveillance video for alarm
systems",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "217-225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184227"}

@article{bb188804,
        AUTHOR = "Chen, J. and Xu, W. and Xu, H. and Lin, F. and Sun, Y. and Shi, X.",
        TITLE = "Fast Vehicle Detection Using a Disparity Projection Method",
        JOURNAL = ITS,
        VOLUME = "19",
        YEAR = "2018",
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        MONTH = "September",
        PAGES = "2801-2813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184228"}

@inproceedings{bb188805,
        AUTHOR = "Tu, C.L. and Du, S.Z.",
        TITLE = "A Hough Space Feature for Vehicle Detection",
        BOOKTITLE = ISVC18,
        YEAR = "2018",
        PAGES = "147-156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184229"}

@inproceedings{bb188806,
        AUTHOR = "Ding, L. and Wang, Y. and Laganiere, R. and Luo, X.B. and Fu, S.",
        TITLE = "Scale-Aware RPN for Vehicle Detection",
        BOOKTITLE = ISVC18,
        YEAR = "2018",
        PAGES = "487-499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184230"}

@article{bb188807,
        AUTHOR = "Zhang, Y.S. and Zhao, C.H. and Shi, W. and Leng, K.J.",
        TITLE = "Vehicles detection for illumination changes urban traffic scenes
employing adaptive local texture feature background model",
        JOURNAL = IET-ITS,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "December",
        PAGES = "1283-1290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184231"}

@article{bb188808,
        AUTHOR = "OBrien, E.J. and Caprani, C.C. and Blacoe, S. and Guo, D. and Malekjafarian, A.",
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for analysis of congested traffic",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2222-2228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184232"}

@article{bb188809,
        AUTHOR = "Liang, J. and Chen, X. and He, M.L. and Chen, L. and Cai, T. and Zhu, N.",
        TITLE = "Car detection and classification using cascade model",
        JOURNAL = IET-ITS,
        VOLUME = "12",
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        NUMBER = "10",
        MONTH = "December",
        PAGES = "1201-1209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184233"}

@article{bb188810,
        AUTHOR = "Hu, X. and Xu, X. and Xiao, Y. and Chen, H. and He, S. and Qin, J. and Heng, P.",
        TITLE = "SINet: A Scale-Insensitive Convolutional Neural Network for Fast
Vehicle Detection",
        JOURNAL = ITS,
        VOLUME = "20",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1010-1019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184234"}

@article{bb188811,
        AUTHOR = "Kim, C.Y. and Gwak, J. and Shim, D. and Jeon, M.",
        TITLE = "A framework for automatically constructing a dataset for training a
vehicle detector",
        JOURNAL = IJCVR,
        VOLUME = "9",
        YEAR = "2019",
        NUMBER = "2",
        PAGES = "192-206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184235"}

@article{bb188812,
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        TITLE = "A Part-Based Gaussian Reweighted Approach for Occluded Vehicle
Detection",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1097-1101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184236"}

@article{bb188813,
        AUTHOR = "Wang, Y. and Deng, W.W. and Liu, Z.Y. and Wang, J.S.",
        TITLE = "Deep learning-based vehicle detection with synthetic image data",
        JOURNAL = IET-ITS,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1097-1105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184237"}

@article{bb188814,
        AUTHOR = "Tong, G.F. and Chen, H.R. and Li, Y. and Du, X. and Zhang, Q.C.",
        TITLE = "Object detection for panoramic images based on MS-RPN structure in
traffic road scenes",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "500-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184238"}

@article{bb188815,
        AUTHOR = "Bibars, A. and Mahroos, M.",
        TITLE = "New local difference binary image descriptor and algorithm for rapid
and precise vehicle visual localisation",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "443-451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184239"}

@article{bb188816,
        AUTHOR = "Liu, W. and Liao, S. and Hu, W.",
        TITLE = "Perceiving Motion From Dynamic Memory for Vehicle Detection in
Surveillance Videos",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3558-3567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184240"}

@article{bb188817,
        AUTHOR = "Husain, A.A. and Maity, T. and Yadav, R.K.",
        TITLE = "Vehicle detection in intelligent transport system under a hazy
environment: a survey",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184241"}

@article{bb188818,
        AUTHOR = "Teng, S.Z. and Zhang, S.L. and Huang, Q.M. and Sebe, N.",
        TITLE = "Viewpoint and Scale Consistency Reinforcement for UAV Vehicle
Re-Identification",
        JOURNAL = IJCV,
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        NUMBER = "3",
        MONTH = "March",
        PAGES = "719-735",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184242"}

@article{bb188819,
        AUTHOR = "Xu, K. and Gong, H. and Liu, F.",
        TITLE = "Vehicle detection based on improved multitask cascaded convolutional
neural network and mixed image enhancement",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "17",
        MONTH = "December",
        PAGES = "4621-4632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184243"}

@article{bb188820,
        AUTHOR = "Boukerche, A. and Hou, Z.J.",
        TITLE = "Object Detection Using Deep Learning Methods in Traffic Scenarios",
        JOURNAL = Surveys,
        VOLUME = "54",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184244"}

@article{bb188821,
        AUTHOR = "Li, D.L. and Prasad, M. and Liu, C.L. and Lin, C.T.",
        TITLE = "Multi-View Vehicle Detection Based on Fusion Part Model With Active
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        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3146-3157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184245"}

@article{bb188822,
        AUTHOR = "Zhao, M. and Zhong, Y. and Sun, D. and Chen, Y.H.",
        TITLE = "Accurate and efficient vehicle detection framework based on SSD
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        JOURNAL = IET-IPR,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "13",
        PAGES = "3094-3104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184246"}

@article{bb188823,
        AUTHOR = "Chen, G. and Wang, F. and Qu, S.Q. and Chen, K. and Yu, J.W. and Liu, X.Y. and Xiong, L. and Knoll, A.",
        TITLE = "Pseudo-Image and Sparse Points: Vehicle Detection With 2D LiDAR
Revisited by Deep Learning-Based Methods",
        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7699-7711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184247"}

@article{bb188824,
        AUTHOR = "Zhang, J.Y. and Zhang, Y.F.",
        TITLE = "Vehicular Localization Based on CSI-Fingerprint and Vector Match",
        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7736-7746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184248"}

@article{bb188825,
        AUTHOR = "Luo, X.Y. and Wang, Y.H. and Cai, B. and Li, Z.X.",
        TITLE = "Moving Object Detection in Traffic Surveillance Video:
New MOD-AT Method Based on Adaptive Threshold",
        JOURNAL = IJGI,
        VOLUME = "10",
        YEAR = "2021",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184249"}

@article{bb188826,
        AUTHOR = "Tian, Y. and Chen, T. and Cheng, G.H. and Yu, S.H. and Li, X. and Li, J.Y. and Yang, B.L.",
        TITLE = "Global Context Assisted Structure-Aware Vehicle Retrieval",
        JOURNAL = ITS,
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        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "165-174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184250"}

@article{bb188827,
        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#TT184251"}

@article{bb188828,
        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#TT184252"}

@article{bb188829,
        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#TT184253"}

@article{bb188830,
        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#TT184254"}

@article{bb188831,
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        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#TT184255"}

@article{bb188832,
        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#TT184256"}

@article{bb188833,
        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#TT184257"}

@article{bb188834,
        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,
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        YEAR = "2023",
        PAGES = "104834",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184258"}

@article{bb188835,
        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,
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        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "203-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184259"}

@article{bb188836,
        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",
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        NUMBER = "4",
        MONTH = "April",
        PAGES = "2489-2505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184260"}

@inproceedings{bb188837,
        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#TT184261"}

@article{bb188838,
        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,
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        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184262"}

@article{bb188839,
        AUTHOR = "Liu, H. and Sun, Y.",
        TITLE = "Self-supervised 3D vehicle detection based on monocular images",
        JOURNAL = SP:IC,
        VOLUME = "127",
        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184263"}

@article{bb188840,
        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,
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        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184264"}

@article{bb188841,
        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#TT184265"}

@article{bb188842,
        AUTHOR = "Chen, Y. and Lu, J.",
        TITLE = "Efficient Vehicle Detection and Optimization in Multi-Graph Mode
Considering Multi-Section Tracking Based on Geographic Similarity",
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        VOLUME = "13",
        YEAR = "2024",
        NUMBER = "11",
        PAGES = "383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184266"}

@article{bb188843,
        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",
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        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "20335-20350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184267"}

@article{bb188844,
        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",
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        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "21297-21314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184268"}

@article{bb188845,
        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
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        NUMBER = "8",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184269"}

@article{bb188846,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184270"}

@article{bb188847,
        AUTHOR = "Zhao, Y.Z. and Zhao, H.D. and Shi, J.F.",
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@article{bb188848,
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@article{bb188849,
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        TITLE = "Vehicle Localization Based on Bayesian Tensor Decomposition in
Intelligent Transportation Systems",
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        NUMBER = "10",
        MONTH = "October",
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@article{bb188850,
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Intelligent Transport Systems:
A Multi-Agent Reinforcement Learning Method",
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        NUMBER = "11",
        MONTH = "November",
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@article{bb188851,
        AUTHOR = "Liu, J.W. and Yang, D. and Zhai, D.H. and Yu, M.S.",
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A Novel Approach Without Prior Information",
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        YEAR = "2025",
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        MONTH = "November",
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@article{bb188852,
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        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#TT184276"}

@inproceedings{bb188853,
        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#TT184277"}

@inproceedings{bb188854,
        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#TT184278"}

@inproceedings{bb188855,
        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#TT184279"}

@inproceedings{bb188856,
        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#TT184280"}

@inproceedings{bb188857,
        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#TT184281"}

@article{bb188858,
        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#TT184282"}

@inproceedings{bb188859,
        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#TT184283"}

@inproceedings{bb188860,
        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#TT184284"}

@inproceedings{bb188861,
        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#TT184285"}

@inproceedings{bb188862,
        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#TT184286"}

@inproceedings{bb188863,
        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#TT184287"}

@inproceedings{bb188864,
        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#TT184288"}

@inproceedings{bb188865,
        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#TT184289"}

@inproceedings{bb188866,
        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#TT184290"}

@inproceedings{bb188867,
        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#TT184291"}

@inproceedings{bb188868,
        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#TT184292"}

@inproceedings{bb188869,
        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
Retrieval",
        BOOKTITLE = AICity21,
        YEAR = "2021",
        PAGES = "4029-4038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184293"}

@inproceedings{bb188870,
        AUTHOR = "Lee, S. and Woo, T. and Lee, S.H.",
        TITLE = "SBNet: Segmentation-based Network for Natural Language-based Vehicle
Search",
        BOOKTITLE = AICity21,
        YEAR = "2021",
        PAGES = "4049-4055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184294"}

@inproceedings{bb188871,
        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#TT184295"}

@inproceedings{bb188872,
        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",
        PAGES = "4178-4187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184296"}

@inproceedings{bb188873,
        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",
        PAGES = "4215-4222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184297"}

@inproceedings{bb188874,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184298"}

@inproceedings{bb188875,
        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#TT184299"}

@inproceedings{bb188876,
        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#TT184300"}

@inproceedings{bb188877,
        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",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6920-6927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f721.html#TT184301"}

@inproceedings{bb188878,
        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#TT184302"}

@inproceedings{bb188879,
        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#TT184303"}

@inproceedings{bb188880,
        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#TT184304"}

@inproceedings{bb188881,
        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#TT184305"}

@inproceedings{bb188882,
        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#TT184306"}

@inproceedings{bb188883,
        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#TT184307"}

@inproceedings{bb188884,
        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#TT184308"}

@inproceedings{bb188885,
        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#TT184309"}

@inproceedings{bb188886,
        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#TT184310"}

@inproceedings{bb188887,
        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#TT184311"}

@inproceedings{bb188888,
        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#TT184312"}

@inproceedings{bb188889,
        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#TT184313"}

@inproceedings{bb188890,
        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#TT184314"}

@inproceedings{bb188891,
        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#TT184315"}

@inproceedings{bb188892,
        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#TT184316"}

@inproceedings{bb188893,
        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#TT184317"}

@inproceedings{bb188894,
        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#TT184318"}

@inproceedings{bb188895,
        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#TT184319"}

@inproceedings{bb188896,
        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#TT184320"}

@article{bb188897,
        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#TT184321"}

@inproceedings{bb188898,
        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#TT184322"}

@inproceedings{bb188899,
        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#TT184323"}

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