For a complete list of publications, please refer to
Google Scholar.
Recent Publications
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Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational
Autoencoder
Y Fan, G Wen, D Li, S Qiu, MD Levine
arXiv preprint arXiv:1805.11223, 2018
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Contextual Bag-of-Words for Robust Visual Tracking
F Zeng, Y Ji, MD Levine
IEEE Transactions on Image Processing 27 (3), 1433-1447, 2018
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Early event detection based on dynamic images of surveillance videos
Y Fan, G Wen, D Li, S Qiu, MD Levine
Journal of Visual Communication and Image Representation 51, 70-75, 2018
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System and method for tracking moving objects in videos
MJ Roshtkhari, MD Levine
US Patent 9,824,281, 2017
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A deep neural network for real-time detection of falling humans in naturally occurring scenes
Y Fan, MD Levine, G Wen, S Qiu
Neurocomputing 260, 43-58, 2017
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Adaptive Metric Learning and Probe-Specific Reranking for Person Reidentification
Y Xie, H Yu, X Gong, MD Levine
IEEE Signal Processing Letters 24 (6), 853-857, 2017
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Multi-path Region-Based Convolutional Neural Network for Accurate Detection of Unconstrained"
Hard Faces"
Y Liu, MD Levine
Computer and Robot Vision (CRV), 2017 14th Conference on, 183-190, 2017
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System and Method for Visual Event Description and Event Analysis
MJ ROSHTKHARI, M Levine
US Patent App. 15/388,666, 2017
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Person re-identification by graph-based metric fusion
Y Xie, MD Levine, H Yu
Electronics Letters 52 (17), 1447-1449, 2016
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Does “lie to me” lie to you? An evaluation of facial clues to high-stakes deception
L Su, M Levine
Computer Vision and Image Understanding 147, 52-68, 2016
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Invasive ductal breast carcinoma detector that is robust to image magnification in whole digital
slides
M Balazsi, P Blanco, P Zoroquiain, MD Levine, MN Burnier
Journal of Medical Imaging 3 (2), 027501, 2016
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Robust multi-focus image fusion using multi-task sparse representation and spatial context
Q Zhang, MD Levine
IEEE Transactions on Image Processing 25 (5), 2045-2058, 2016
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Syntactic pattern recognition: paradigm issues and open problems
M Flasiński
Handbook of Pattern Recognition and Computer Vision, 3-25, 2016
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TRACKING WITHOUT APPEARANCE DESCRIPTORS
MJ Roshtkhari, MD Levine
Handbook of Pattern Recognition and Computer Vision, 239-254, 2016
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Multisensor video fusion based on higher order singular value decomposition
Q Zhang, Y Wang, MD Levine, X Yuan, L Wang
Information Fusion 24, 54-71, 2015
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High-stakes deception detection based on facial expressions
L Su, MD Levine
2014 22nd International Conference on Pattern Recognition (ICPR), 2519-2524, 2014
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Fully automated recognition of spontaneous facial expressions in videos using random forest
classifiers
MKA El Meguid, MD Levine
IEEE Transactions on Affective Computing 5 (2), 141-154, 2014
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Multiple object tracking using local motion patterns
MJ Roshtkhari, MD Levine
Journal of Computer Vision 107 (2), 203-217, 2014
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Human activity recognition in videos using a single example
MJ Roshtkhari, MD Levine
Image and Vision Computing 31 (11), 864-876, 2013
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An on-line, real-time learning method for detecting anomalies in videos using spatio-temporal
compositions
MJ Roshtkhari, MD Levine
Computer vision and image understanding 117 (10), 1436-1452, 2013
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Automated Real-Time Detection of Potentially Suspicious Behavior in Public Transport Areas.
M Elhamod, MD Levine
IEEE Trans. Intelligent Transportation Systems 14 (2), 688-699, 2013
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Visual saliency based on scale-space analysis in the frequency domain
J Li, MD Levine, X An, X Xu, H He
IEEE transactions on pattern analysis and machine intelligence 35 (4), 996-1010, 2013
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Online dominant and anomalous behavior detection in videos
M Javan Roshtkhari, MD Levine
Proceedings of the IEEE conference on computer vision and pattern …, 2013
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Computer Vision and Robotics Laboratory McGill University
P Sicard, MD Levine
Machine Intelligence and Knowledge Engineering for Robotic Applications 33, 355, 2012
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A multi-scale hierarchical codebook method for human action recognition in videos using a single
example
MJ Roshtkhari, MD Levine
Computer and Robot Vision (CRV), 2012 Ninth Conference on, 182-189, 2012
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Real-time semantics-based detection of suspicious activities in public spaces
M Elhamod, MD Levine
Computer and Robot Vision (CRV), 2012 Ninth Conference on, 268-275, 2012
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Saliency detection based on frequency and spatial domain analysis
MD Levine, X An, H He
92 2011
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Secure access camera and method for camera control
S Khan, S Khan, MD Levine
US Patent 7,800,687, 2010
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Is local colour normalization good enough for local appearance-based classification?
DH Parks, MD Levine
Machine Vision and Applications 21 (5), 789-796, 2010
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Image and video region saliency based on space and motion
J Li, M Levine, X An, Z Sun, H He
Brain, Body and Machine, 95-109, 2010
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A METHOD FOR SYNTHESIS OF A 3D FACE USING A SINGLE 2D IMAGE
MD Levine, Y Yu
Handbook Of Pattern Recognition And Computer Vision, 595-623, 2010
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Multi-view object detection based on spatial consistency in a low dimensional space
G Gill, M Levine
Joint Pattern Recognition Symposium, 211-220, 2009
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Incorporating Shape Features in an Appearance-Based Object Detection System
G Gill, M Levine
International Conference on Computer Analysis of Images and Patterns, 269-276, 2009
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State-of-the-art of 3D facial reconstruction methods for face recognition based on a single 2D
training image per person
MD Levine, YC Yu
Pattern Recognition Letters 30 (10), 908-913