@article{bb149000,
        AUTHOR = "Kim, S. and Cho, K.",
        TITLE = "Efficient Pedestrian Detection Using Multi-Scale HOG Features with Low
Computational Complexity",
        JOURNAL = IEICE,
        VOLUME = "E97-D",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "366-369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144780"}

@article{bb149001,
        AUTHOR = "Marin, J. and Vazquez, D. and Lopez, A.M. and Amores, J. and Kuncheva, L.I.",
        TITLE = "Occlusion Handling via Random Subspace Classifiers for Human
Detection",
        JOURNAL = Cyber,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "342-354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144781"}

@article{bb149002,
        AUTHOR = "Gonzalez, A. and Vazquez, D. and Lopez, A.M. and Amores, J.",
        TITLE = "On-Board Object Detection: Multicue, Multimodal, and Multiview Random
Forest of Local Experts",
        JOURNAL = Cyber,
        VOLUME = "47",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3980-3990",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144782"}

@inproceedings{bb149003,
        AUTHOR = "Marin, J. and Vazquez, D. and Lopez, A.M. and Amores, J. and Leibe, B.",
        TITLE = "Random Forests of Local Experts for Pedestrian Detection",
        BOOKTITLE = ICCV13,
        YEAR = "2013",
        PAGES = "2592-2599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144783"}

@article{bb149004,
        AUTHOR = "Chen, P. and Huang, C. and Lien, C. and Tsai, Y.",
        TITLE = "An Efficient Hardware Implementation of HOG Feature Extraction for
Human Detection",
        JOURNAL = ITS,
        VOLUME = "15",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "656-662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144784"}

@article{bb149005,
        AUTHOR = "Whytock, T.P. and Belyaev, A. and Robertson, N.M.",
        TITLE = "Dynamic Distance-Based Shape Features for Gait Recognition",
        JOURNAL = JMIV,
        VOLUME = "50",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "November",
        PAGES = "314-326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144785"}

@inproceedings{bb149006,
        AUTHOR = "Whytock, T.P. and Belyaev, A. and Robertson, N.M.",
        TITLE = "Towards Robust Gait Recognition",
        BOOKTITLE = ISVC13,
        YEAR = "2013",
        PAGES = "II:523-531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144786"}

@inproceedings{bb149007,
        AUTHOR = "Whytock, T.P. and Belyaev, A. and Robertson, N.M.",
        TITLE = "Improving Robustness and Precision in GEI + HOG Action Recognition",
        BOOKTITLE = ISVC13,
        YEAR = "2013",
        PAGES = "I:119-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144787"}

@article{bb149008,
        AUTHOR = "Li, N. and Cheng, X. and Zhang, S.F. and Wu, Z.Y.",
        TITLE = "Realistic human action recognition by Fast HOG3D and self-organization
feature map",
        JOURNAL = MVA,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1793-1812",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144788"}

@article{bb149009,
        AUTHOR = "Cheng, X. and Li, N. and Zhou, T. and Zhou, L. and Wu, Z.Y.",
        TITLE = "Robust Superpixel Tracking with Weighted Multiple-Instance Learning",
        JOURNAL = IEICE,
        VOLUME = "E98-D",
        YEAR = "2015",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "980-984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144789"}

@article{bb149010,
        AUTHOR = "Liu, Y.F. and Zeng, L. and Huang, Y.",
        TITLE = "An efficient HOG-ALBP feature for pedestrian detection",
        JOURNAL = SIViP,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "S1",
        MONTH = "December",
        PAGES = "125-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144790"}

@article{bb149011,
        AUTHOR = "Hua, C.S. and Makihara, Y.S. and Yagi, Y.S. and Iwasaki, S. and Miyagawa, K. and Li, B.",
        TITLE = "Onboard monocular pedestrian detection by combining spatio-temporal hog
with structure from motion algorithm",
        JOURNAL = MVA,
        VOLUME = "26",
        YEAR = "2015",
        NUMBER = "2-3",
        MONTH = "April",
        PAGES = "161-183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144791"}

@article{bb149012,
        AUTHOR = "Wu, S. and Laganiere, R. and Payeur, P.",
        TITLE = "Improving pedestrian detection with selective gradient
self-similarity feature",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "8",
        PAGES = "2364-2376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144792"}

@article{bb149013,
        AUTHOR = "Wu, S. and Wang, S. and Laganiere, R. and Liu, C. and Wong, H.S. and Xu, Y.",
        TITLE = "Exploiting Target Data to Learn Deep Convolutional Networks for
Scene-Adapted Human Detection",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1418-1432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144793"}

@article{bb149014,
        AUTHOR = "Kim, W.J. and Han, J.J.",
        TITLE = "Directional coherence-based spatiotemporal descriptor for object
detection in static and dynamic scenes",
        JOURNAL = MVA,
        VOLUME = "28",
        YEAR = "2017",
        NUMBER = "1-2",
        MONTH = "February",
        PAGES = "49-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144794"}

@article{bb149015,
        AUTHOR = "Liu, B.Z. and Wu, H. and Su, W.H. and Sun, J.G.",
        TITLE = "Sector-ring HOG for rotation-invariant human detection",
        JOURNAL = SP:IC,
        VOLUME = "54",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144795"}

@article{bb149016,
        AUTHOR = "Liu, B.Z. and Wu, H. and Su, W.H. and Zhang, W.C. and Sun, J.G.",
        TITLE = "Rotation-invariant object detection using Sector-ring HOG and boosted
random ferns",
        JOURNAL = VC,
        VOLUME = "34",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "707-719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144796"}

@article{bb149017,
        AUTHOR = "Bilal, M. and Hanif, M.S.",
        TITLE = "Benchmark Revision for HOG-SVM Pedestrian Detector Through
Reinvigorated Training and Evaluation Methodologies",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1277-1287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144797"}

@article{bb149018,
        AUTHOR = "Liu, X. and Toh, K. and Allebach, J.P.",
        TITLE = "Pedestrian Detection Using Pixel Difference Matrix Projection",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1441-1454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144798"}

@inproceedings{bb149019,
        AUTHOR = "Rauf, R. and Shahid, A.R. and Ziauddin, S. and Safi, A.A.",
        TITLE = "Pedestrian detection using HOG, LUV and optical flow as features with
AdaBoost as classifier",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144799"}

@inproceedings{bb149020,
        AUTHOR = "Errami, M. and Rziza, M.",
        TITLE = "An Efficient Pedestrian Detector Based on Saliency and HOG Features
Modeling",
        BOOKTITLE = ISVC16,
        YEAR = "2016",
        PAGES = "II: 101-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144800"}

@inproceedings{bb149021,
        AUTHOR = "Balasubramanian, P. and Pathak, S. and Mittal, A.",
        TITLE = "Improving Gradient Histogram Based Descriptors for Pedestrian
Detection in Datasets with Large Variations",
        BOOKTITLE = Robust16,
        YEAR = "2016",
        PAGES = "1177-1186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144801"}

@inproceedings{bb149022,
        AUTHOR = "Yuan, X. and Cai nian, L. and Xiao liang, X. and Mei, J. and Jian guo, Z.",
        TITLE = "A two-stage hog feature extraction processor embedded with SVM for
pedestrian detection",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "3452-3455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144802"}

@inproceedings{bb149023,
        AUTHOR = "Mahmoud, A. and El Barkouky, A. and Graham, J. and Farag, A.",
        TITLE = "Pedestrian detection using mixed partial derivative based histogram
of oriented gradients",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2334-2337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144803"}

@inproceedings{bb149024,
        AUTHOR = "Miramontes Jaramillo, D. and Kober, V. and Diaz Ramirez, V.H.",
        TITLE = "Rotation Invariant Tracking Algorithm Based on Circular HOGs",
        BOOKTITLE = MCPR15,
        YEAR = "2015",
        PAGES = "115-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144804"}

@inproceedings{bb149025,
        AUTHOR = "Miramontes Jaramillo, D. and Kober, V. and Diaz Ramirez, V.H.",
        TITLE = "A Robust Tracking Algorithm Based on HOGs Descriptor",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "54-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144805"}

@inproceedings{bb149026,
        AUTHOR = "Miramontes Jaramillo, D. and Kober, V. and Diaz Ramirez, V.H.",
        TITLE = "CWMA: Circular Window Matching Algorithm",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:439-446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144806"}

@inproceedings{bb149027,
        AUTHOR = "Beltran Herrera, A. and Vazquez Santacruz, E. and Gamboa Zuniga, M.",
        TITLE = "Real-Time Classification of Lying Bodies by HOG Descriptors",
        BOOKTITLE = MCPR14,
        YEAR = "2014",
        PAGES = "211-220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144807"}

@inproceedings{bb149028,
        AUTHOR = "Arie, M. and Shibata, M. and Terabayashi, K. and Moro, A. and Umeda, K.",
        TITLE = "Fast human detection using template matching for gradient images and
aSC descriptors based on subtraction stereo",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "3118-3122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144808"}

@inproceedings{bb149029,
        AUTHOR = "Takahisa, K. and Sun, Z. and Micheletto, R.",
        TITLE = "A Fast and Precise HOG-Adaboost Based Visual Support System Capable to
Recognize Pedestrian and Estimate Their Distance",
        BOOKTITLE = ACVR13,
        YEAR = "2013",
        PAGES = "20-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144809"}

@inproceedings{bb149030,
        AUTHOR = "Salas, Y.S. and Bermudez, D.V. and Lopez Pena, A.M. and Gomez, D.G. and Gevers, T.",
        TITLE = "Improving HOG with Image Segmentation: Application to Human Detection",
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        YEAR = "2012",
        PAGES = "178-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144810"}

@inproceedings{bb149031,
        AUTHOR = "Kittipanya Ngam, P. and Lung, E.H.",
        TITLE = "HOG-Based Descriptors on Rotation Invariant Human Detection",
        BOOKTITLE = VS10,
        YEAR = "2010",
        PAGES = "143-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144811"}

@inproceedings{bb149032,
        AUTHOR = "Geismann, P. and Knoll, A.",
        TITLE = "Speeding Up HOG and LBP Features for Pedestrian Detection by
Multiresolution Techniques",
        BOOKTITLE = ISVC10,
        YEAR = "2010",
        PAGES = "I: 243-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144812"}

@inproceedings{bb149033,
        AUTHOR = "Zeng, C.B. and Ma, H.D. and Ming, A.",
        TITLE = "Fast human detection using mi-sVM and a cascade of HOG-LBP features",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "3845-3848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144813"}

@inproceedings{bb149034,
        AUTHOR = "Dong, L. and Yu, X.G. and Li, L.Y. and Hoe, J.K.E.",
        TITLE = "HOG based multi-stage object detection and pose recognition for service
robot",
        BOOKTITLE = ICARCV10,
        YEAR = "2010",
        PAGES = "2495-2500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144814"}

@inproceedings{bb149035,
        AUTHOR = "Wang, X.Y. and Han, T.X. and Yan, S.C.",
        TITLE = "An HOG-LBP Human Detector with Partial Occlusion Handling",
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        PAGES = "32-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144815"}

@inproceedings{bb149036,
        AUTHOR = "Lillywhite, K. and Lee, D.J. and Zhang, D.",
        TITLE = "Real-time human detection using histograms of oriented gradients on a
GPU",
        BOOKTITLE = WACV09,
        YEAR = "2009",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144816"}

@inproceedings{bb149037,
        AUTHOR = "Chuang, C.H. and Huang, S.S. and Fu, L.C. and Hsiao, P.Y.",
        TITLE = "Monocular multi-human detection using Augmented Histograms of Oriented
Gradients",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144817"}

@inproceedings{bb149038,
        AUTHOR = "Watanabe, T. and Ito, S.",
        TITLE = "Two Co-occurrence Histogram Features Using Gradient Orientations and
Local Binary Patterns for Pedestrian Detection",
        BOOKTITLE = ACPR13,
        YEAR = "2013",
        PAGES = "415-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144818"}

@inproceedings{bb149039,
        AUTHOR = "Watanabe, T. and Ito, S. and Yokoi, K.",
        TITLE = "Co-occurrence Histograms of Oriented Gradients for Pedestrian Detection",
        BOOKTITLE = PSIVT09,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144819"}

@inproceedings{bb149040,
        AUTHOR = "Mu, Y.D. and Yan, S.C. and Liu, Y. and Huang, T. and Zhou, B.F.",
        TITLE = "Discriminative local binary patterns for human detection in personal
album",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144820"}

@inproceedings{bb149041,
        AUTHOR = "Wang, C.C.R. and Lien, J.J.J.",
        TITLE = "AdaBoost Learning for Human Detection Based on Histograms of Oriented
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        PAGES = "I: 885-895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732h1.html#TT144821"}

@inproceedings{bb149042,
        AUTHOR = "Zhu, Q.A. and Yeh, M.C. and Cheng, K.T. and Avidan, S.",
        TITLE = "Fast Human Detection Using a Cascade of Histograms of Oriented
Gradients",
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@inproceedings{bb149043,
        AUTHOR = "Dalal, N. and Triggs, B.",
        TITLE = "Histograms of Oriented Gradients for Human Detection",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
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@article{bb149044,
        AUTHOR = "Viola, P. and Jones, M.J. and Snow, D.",
        TITLE = "Detecting Pedestrians Using Patterns of Motion and Appearance",
        JOURNAL = IJCV,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732mo1.html#TT144824"}

@inproceedings{bb149045,
        AUTHOR = "Snow, D. and Jones, M.J. and Viola, P.",
        TITLE = "Detecting Pedestrians Using Patterns of Motion and Appearance",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
        PAGES = "734-741",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732mo1.html#TT144824"}

@article{bb149046,
        AUTHOR = "Foresti, G.L. and Micheloni, C. and Piciarelli, C.",
        TITLE = "Detecting moving people in video streams",
        JOURNAL = PRL,
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        PAGES = "2232-2243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732mo1.html#TT144825"}

@article{bb149047,
        AUTHOR = "Liu, Y.Z. and Chen, X.L. and Yao, H.X. and Cui, X.Y. and Liu, C.R. and Gao, W.",
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        PAGES = "148-156,",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732mo1.html#TT144826"}

@inproceedings{bb149048,
        AUTHOR = "Liu, Y.Z. and Shan, S.G. and Chen, X.L. and Heikkila, J. and Gao, W. and Pietikainen, M.",
        TITLE = "Spatial-Temporal Granularity-Tunable Gradients Partition (STGGP)
Descriptors for Human Detection",
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        YEAR = "2010",
        PAGES = "I: 327-340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732mo1.html#TT144827"}

@inproceedings{bb149049,
        AUTHOR = "Liu, Y.Z. and Heikkila, J.",
        TITLE = "Isotropic Granularity-tunable gradients partition (IGGP) descriptors
for human detection",
        BOOKTITLE = BMVC10,
        YEAR = "2010",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732mo1.html#TT144828"}

@inproceedings{bb149050,
        AUTHOR = "Liu, Y.Z. and Shan, S.G. and Zhang, W.C. and Chen, X.L. and Gao, W.",
        TITLE = "Granularity-tunable gradients partition (GGP) descriptors for human
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        YEAR = "2009",
        PAGES = "1255-1262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732mo1.html#TT144829"}

@inproceedings{bb149051,
        AUTHOR = "Pang, J.B. and Huang, Q.M. and Jiang, S.Q. and Gao, W.",
        TITLE = "Pedestrian detection via logistic multiple instance boosting",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1464-1467",
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@article{bb149052,
        AUTHOR = "Zhang, J.G. and Gong, S.G.",
        TITLE = "People detection in low-resolution video with non-stationary background",
        JOURNAL = IVC,
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        NUMBER = "4",
        MONTH = "March",
        PAGES = "437-443",
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@article{bb149053,
        AUTHOR = "Zhang, J.G. and Gong, S.G.",
        TITLE = "Action categorization with modified hidden conditional random field",
        JOURNAL = PR,
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        MONTH = "January",
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@article{bb149054,
        AUTHOR = "Zhang, J.G. and Gong, S.G.",
        TITLE = "Action categorization by structural probabilistic latent semantic
analysis",
        JOURNAL = CVIU,
        VOLUME = "114",
        YEAR = "2010",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "857-864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732mo1.html#TT144833"}

@article{bb149055,
        AUTHOR = "Jo, Y.G. and Nam, W.H. and Han, J.H.",
        TITLE = "Pedestrian Segmentation From Uncalibrated Monocular Videos Using a
Projection Map",
        JOURNAL = SPLetters,
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        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "604-607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732mo1.html#TT144834"}

@article{bb149056,
        AUTHOR = "Mucientes, M. and Bugarin, A.",
        TITLE = "People detection through quantified fuzzy temporal rules",
        JOURNAL = PR,
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        YEAR = "2010",
        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f732mo1.html#TT144835"}

@article{bb149057,
        AUTHOR = "Zeng, B. and Wang, G.J. and Lin, X.G. and Liu, C.X.",
        TITLE = "A Real-Time Human Detection System for Video",
        JOURNAL = IEICE,
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@article{bb149066,
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@inproceedings{bb149067,
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@article{bb149069,
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        TITLE = "Joint Human Detection From Static and Mobile Cameras",
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@article{bb149070,
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@article{bb149071,
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@article{bb149072,
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spatio-temporal conditional random fields",
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@article{bb149075,
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@inproceedings{bb149076,
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@inproceedings{bb149077,
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