Motion-Appearance Co-Memory Networks for Video Question Answering
Jiyang Gao, Runzhou Ge, Kan Chen, Ram Nevatia IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 | Paper
LEGO: Learning Edge with Geometry all at Once by Watching Videos
Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 [Spotlight] | Paper
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding
Kan Chen, Jiyang Gao, Ram Nevatia IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 | Paper
MSRC: Multimodal spatial regression with semantic context for phrase grounding
Kan Chen, Rama Kovvuri, Jiyang Gao, Ram NevatiaInternational Journal of Multimedia Information Retrieval, 2018 | Paper
The multi-strand graph for a PTZ tracker
Shachaf Melman, Yael Moses, Gérard Medioni, Yinghao CaiJournal of Mathematical Imaging and Vision, 2018 | Paper
ExpNet: Landmark-Free, Deep, 3D Facial Expressions
Feng-Ju Chang, Anh Tuan Tran, Tal Hassner, Iacopo Masi, Ram Nevatia, Gérard Medioni arXiv, 2018 | Paper
Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild
Iacopo Masi, Feng-Ju Chang, Jongmoo Choi, Shai Harel, Jungyeon Kim, KangGeon Kim, Jatuporn Leksut, Stephen Rawls, Yue Wu, Tal Hassner, Wael AbdAlmageed, Gérard Medioni, Louis-Philippe Morency, Prem Natarajan, Ramkant Nevatia IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018 | Paper
SPOT Poachers in Action: Augmenting Conservation Drones with Automatic Detection in Near Real Time
Elizabeth Bondi, Fei Fang, Mark Hamilton, Debarun Kar, Donnabell Dmello, Jongmoo Choi, Robert Hannaford, Arvind Iyer, Lucas Joppa, Milind Tambe, Ram Nevatia 2018 | Paper
Facial landmark detection with tweaked convolutional neural networks
Yue Wu, Tal Hassner, KangGeon Kim, Gérard Medioni, Prem NatarajanIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017 | Paper
Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN
Jiyang Gao, Zhen Li, Ram NevatiaarXiv, 2017 | Paper
Extreme 3D Face Reconstruction: Looking Past Occlusions
Anh Tuan Tran, Tal Hassner, Iacopo Masi, Eran Paz, Yuval Nirkin, Gérard MedioniarXiv, 2017 | Paper
FacePoseNet: Making a case for landmark-free face alignment
Feng-Ju Chang, Anh Tuan Tran, Tal Hassner, Iacopo Masi, Ram Nevatia, Gérard Medioni IEEE International Conference on Computer Vision Workshop (ICCVW), 2017 | Paper
Query-guided regression network with context policy for phrase grounding
Kan Chen, Rama Kovvuri, Ram NevatiaIEEE International Conference on Computer Vision (ICCV), 2017 [Spotlight]| Paper
TALL: Temporal Activity Localization via Language Query
Jiyang Gao, Chen Sun, Zhenheng Yang, Ram NevatiaIEEE International Conference on Computer Vision (ICCV), 2017 [Spotlight] | Paper
Turn Tap: Temporal Unit Regression Network for Temporal Action Proposals
Jiyang Gao, Zhenheng Yang, Chen Sun, Kan Chen, Ram NevatiaIEEE International Conference on Computer Vision (ICCV), 2017 | Paper
Spatio-Temporal Action Detection with Cascade Proposal and Location Anticipation
Zhenheng Yang, Jiyang Gao, Ram NevatiaBritish Machine Vision Conference (BMVC), 2017 [Oral] | Paper
RED: Reinforced Encoder-Decoder Networks for Action Anticipation
Jiyang Gao, Zhenheng Yang, Ram NevatiaBritish Machine Vision Conference (BMVC), 2017 [Oral] | Paper
Cascaded Boundary Regression for Temporal Action Detection
Jiyang Gao, Zhenheng Yang, Ram NevatiaBritish Machine Vision Conference (BMVC), 2017 | Paper
Accurate 3D face reconstruction via prior constrained structure from motion
Matthias Hernandez, Tal Hassner, Jongmoo Choi, Gérard MedioniComputers & Graphics, 2017 | Paper
Local-Global Landmark Confidences for Face Recognition
KangGeon Kim, Feng-Ju Chang, Jongmoo Choi, Louis-Philippe Morency, Ramakant Nevatia, Gérard MedioniThe IEEE Conference on Automatic Face and Gesture Recognition(FG), 2017 | Paper
Rapid synthesis of massive face sets for improved face recognition
Iacopo Masi, Tal Hassner, Anh Tuân Tran, Gérard MedioniThe IEEE Conference on Automatic Face and Gesture Recognition(FG), 2017 | Paper
Regressing robust and discriminative 3D morphable models with a very deep neural network
Anh Tuan Tran, Tal Hassner, Iacopo Masi, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 | Paper
AMC: Attention guided multi-modal correlation learning for image search
Kan Chen, Trung Bui, Chen Fang, Zhaowen Wang, Ram NevatiaIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 | Paper
Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network
Anh Tuan Tran, Tal Hassner, Iacopo Masi, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 | Paper
On Face Segmentation, Face Swapping, and Face Perception
Yuval Nirkin, Iacopo Masi, Anh Tuan Tran, Tal Hassner, Gérard Medioni arXiv, 2017| Paper
Deep 3D Face Identification
Donghyun Kim, Matthias Hernandez, Jongmoo Choi, Gérard Medioni arXiv, 2017| Paper
DECK: Discovering Event Composition Knowledge from Web Images for Zero-Shot Event Detection and Recounting in Videos
Chuang Gan, Chen Sun, Ram NevatiaAAAI Conference on Artificial Intelligence (AAAI), 2017 | Paper
Exploring Local Context for Multi-target Tracking in Wide Area Aerial Surveillance
Bor-Jeng Chen, Gérard MedioniIEEE Winter Conference on Applications of Computer Vision (WACV), 2017 | Paper
Learning the Geometric Structure of Manifolds with Singularities using the Tensor Voting Graph
Shay Deutsch, Gérard MedioniJournal of Mathematical Imaging and Vision, 2017 | Paper
Computer Vision for Assistive Technologies
Marco Leo, G Medioni, M Trivedi, Takeo Kanade, Giovanni Maria FarinellaComputer Vision and Image Understanding, 2017 | Paper
Segment-based Models for Event Detection and Recounting
Rama Kovvuri, Ram Nevatia, Cees GM SnoekInternational Conference on Pattern Recognition (ICPR), 2016 | Paper
Exploring Deep Learning Based Solutions in Fine Grained Activity Recognition in the Wild
Song Cao, Ram NevatiaInternational Conference on Pattern Recognition (ICPR), 2016 | Paper
A Multi-scale Cascade Fully Convolutional Network Face Detector
Zhenheng Yang, Ramakant NevatiaInternational Conference on Pattern Recognition (ICPR), 2016 | Paper
Expression Invariant 3D Face Modeling from an RGB-D Video
Donghyun Kim, Jongmoo Choi, Jatuporn Toy Leksut, Gérard MedioniInternational Conference on Pattern Recognition (ICPR), 2016 | Paper
Graph-Based Manifold Frequency Analysis for Denoising
Shay Deutsch, Antonio Ortega, Gérard MedionarXiv, 2016 | Paper
Image Set Classification via Template Triplets and Context-Aware Similarity Embedding
Feng-Ju Chang, Ram NevatiaAsian Conference on Computer Vision (ACCV), 2016 | Paper
Learning Action Concept Trees and Semantic Alignment Networks from Image-description Data
Jiyang Gao, Ram NevatiaAsian Conference on Computer Vision (ACCV), 2016 | Paper
Capturing Dynamic Textured Surfaces of Moving Targets
Ruizhe Wang, Lingyu Wei, Etienne Vouga, Qixing Huang, Duygu Ceylan, Gérard Medioni, Hao LiEuropean Conference on Computer Vision (ECCV), 2016 | Paper
Do We Really Need to Collect Millions of Faces for Effective Face Recognition?
Iacopo Masi, Anh Tuấn Trần, Tal Hassner, Jatuporn Toy Leksut, Gérard MedioniEuropean Conference on Computer Vision (ECCV), 2016 | Paper
AVSS 2016 Message from the chairs
Terrance Boult, Ram Nevatia, Senem Velipasalar, Visvanathan Ramesh, Conrad Sanderson, Ming-Ching ChangIEEE, 2016 | Paper
Accurate 3D Face Modeling and Recognition from RGB-D Stream in The Presence of Large Pose Changes
Donghyun Kim, Jongmoo Choi, Jatuporn Toy Leksut, Gérard Medioni IEEE International Conference on Image Processing (ICIP), 2016 | Paper
ACD: Action concept discovery from image-sentence corpora
Jiyang Gao, Chen Sun, Ram NevatiaACM on International Conference on Multimedia Retrieval (ICMR), 2016 | Paper
Special Issue on Assistive Computer Vision and Robotics-"Assistive Solutions for Mobility, Communication and HMI"
Giovanni Maria Farinella, Takeo Kanade, Marco Leo, Gérard G Medioni, Mohan TrivediComputer Vision and Image Understanding, 2016 | Paper
Special issue on Assistive Computer Vision and Robotics-Part I
Giovanni Maria Farinella, Takeo Kanade, Marco Leo, Gérard G Medioni, Mohan TrivediComputer Vision and Image Understanding, 2016 | Paper
RGB-D Camera Based Wearable Navigation System for The Visually Impaired
Young Hoon Lee, Gérard MedioniComputer Vision and Image Understanding, 2016 | Paper
Activity recognition and prediction with pose based discriminative patch model
Song Cao, Kan Chen, Ram NevatiaIEEE Winter Conference on Applications of Computer Vision (WACV), 2016 | Paper
Abstraction hierarchy and self annotation update for fine grained activity recognition
Song Cao, Kan Chen, Ram NevatiaIEEE Winter Conference on Applications of Computer Vision (WACV), 2016 | Paper
Tag-based video retrieval by embedding semantic content in a continuous word space
Arnav Agharwal, Rama Kovvuri, Ram Nevatia, Cees GM SnoekIEEE Winter Conference on Applications of Computer Vision (WACV), 2016 | Paper
Face Recognition using Deep Multi-pose Representations
Wael AbdAlmageed, Yue Wu, Stephen Rawls, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Lekust, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gérard MedioniIEEE Winter Conference on Applications of Computer Vision (WACV), 2016 | Paper
Persistent 3d Stabilization for Aerial Imagery
Bor-Jeng Chen, Gérard MedioniIEEE Conference on Applications of Computer Vision (WACV), 2016 | Paper
Persistent people tracking and face capture using a PTZ camera
Yinghao Cai, Gérard MedioniMachine Vision and Applications, 2016 | Paper
University of amsterdam and renmin university at trecvid 2016: Searching video, detecting events and describing video
Cees GM Snoek, Jianfeng Dong, Xirong Li, Xiaoxu Wang, Qijie Wei, Weiyu Lan, Efstratios Gavves, Noureldien Hussein, Dennis C Koelma, Arnold WM SmeuldersTRECVID Workshop, 2016 | Paper
Pronet: Learning to propose object-specific boxes for cascaded neural networks
Chen Sun, Manohar Paluri, Ronan Collobert, Ram Nevatia, Lubomir BourdevIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 | Paper
Pose-aware Face Recognition in The Wild
Iacopo Masi, Stephen Rawls, Gérard Medioni, Prem NatarajanIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 | Paper
Pooling Faces: Template based Face Recognition with Pooled Face Images
Tal Hassner, Iacopo Masi, Jungyeon Kim, Jongmoo Choi, Shai Harel, Prem Natarajan, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2016 | Paper
Manifold Denoising Based on Spectral Graph Wavelets
Shay Deutsch, Antonio Ortega, Gérard MedioniIEEE Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016 | Paper
A Closed-Form Solution to Tensor Voting: Theory and Applications
Tai-Pang Wu, Sai-Kit Yeung, Jiaya Jia, Chi-Keung Tang, Gérard MedioniarXiv, 2016 | Paper
Holistically Constrained Local Model: Going Beyond Frontal Poses for Facial Landmark Detection
KangGeon Kim, Tadas Baltrusaitis, AmirAli B Zadeh, Louis-Philippe Morency, Gérard G MedioniBritish Machine Vision Conference (BMVC), 2016 | Paper
ABC-CNN: An attention based convolutional neural network for visual question answering
Kan Chen, Jiang Wang, Liang-Chieh Chen, Haoyuan Gao, Wei Xu, Ram NevatiaIEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2015 | Paper
Temporal localization of fine-grained actions in videos by domain transfer from web images
Chen Sun, Sanketh Shetty, Rahul Sukthankar, Ram NevatiaACM International Conference on Multimedia (ACM MM), 2015 | Paper
Automatic Concept Discovery from Parallel Text and Visual Corpora
Chen Sun, Chuang Gan, Ram NevatiaIEEE International Conference on Computer Vision (ICCV), 2015| Paper
Video event classification with temporal partitioning
Remi Trichet, Ramakant Nevatia, Brian BurnsIEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2015 | Paper
Motion Propagation Detection Association for Multi-target Tracking in Wide Area Aerial Surveillance
Bor-Jeng Chen, Gérard MedioniIEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2015 | Paper
Multimodal Registration of Multiple Retinal Images Based on Line Structures
Matthias Hernandez, Gérard Medioni, Zhihong Hu, Srinivas SaddaIEEE Winter Conference on Applications of Computer Vision (WACV), 2015 | Paper
3-D Mediated Detection and Tracking in Wide Area Aerial Surveillance
Bor-Jeng Chen, Gérard MedioniIEEE Winter Conference on Applications of Computer Vision (WACV), 2015 | Paper
Progressive 3D Model Acquisition with a Commodity Hand-Held Camera
Zhuoliang Kang, Gérard MedioniIEEE Winter Conference on Applications of Computer Vision (WACV), 2015 | Paper
A Robust Adaptive Classifier for Detector Adaptation in a Video
Pramod Sharma, Ram NevatiaIEEE Winter Conference on Applications of Computer Vision (WACV), 2015 | Paper
Beyond pedestrians: A hybrid approach of tracking multiple articulating humans
Weijun Wang, Ram Nevatia, Bo YangIEEE Winter Conference on Applications of Computer Vision (WACV), 2015 | Paper
Forecasting Human Pose and Motion with Multibody Dynamic Model
Song Cao, Ram NevatiaIEEE Winter Conference on Applications of Computer Vision (WACV), 2015 | Paper
3D Urban Reconstruction from Wide Area Aerial Surveillance Video
Zhuoliang Kang, Gérard MedioniIEEE Winter Conference on Applications of Computer Vision Workshops (WACVW), 2015 | Paper
Automated Segmentation of Geographic Atrophy in Fundus Autofluorescence Images using Supervised Pixel Classification
Zhihong Hu, Gérard G Medioni, Matthias Hernandez, Srinivas R SaddaJournal of Medical Imaging, 2015 | Paper
Manifold Learning
Philippos Mordohai, Gérard MedioniEncyclopedia of Biometrics, 2015 | Paper
Geolocalization using Mobile Phone and Street Grid Map in Dynamic Environment
Tung-Sing Leung, Gérard MedioniIEEE Winter Conference on Multimedia and Expo (ICME), 2015 | Paper
Intersecting Manifolds: Detection, Segmentation, and Labeling
Shay Deutsch, Gérard G MedioniInternational Joint Conference on Artificial Intelligence (IJCAI), 2015 | Paper
Convex Cut: A Realtime Pseudo-Structure Extraction Algorithm for 3D Point Cloud Data
ChangHyun Jun, Jihwan Youn, Jongmoo Choi, Gérard Medioni, Nakju Lett DohIEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2015 | Paper
A Vibrotactile Sensory Substitution Guided Feedback System For Object Localization
Nii Tete Mante, Gérard Medioni, Armand Tanguay, James D WeilandInvestigative Ophthalmology & Visual Science, 2015 | Paper
Unsupervised Learning using the Tensor Voting Graph
Shay Deutsch, Gérard MedioniInternational Conference on Scale Space and Variational Methods in Computer Vision (SSVM), 2015 | Paper
Surface Oriented Traverse for robust instance detection in RGB-D
Ruizhe Wang, Gérard G Medioni, Wenyi ZhaoIEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2015 | Paper
Near Laser-scan Quality 3-D Face Reconstruction from A Low-quality Depth Stream
Matthias Hernandez, Jongmoo Choi, Gérard MedioniImage and Vision Computing, 2015 | Paper
USC & THU at THUMOS 2015
Chuang Gan, C Sun, R Kovvuri, R NevatiaTHUMOS’15 Action Recognition Challenge, 2015 | Paper
An Examination of Multivariate Time Series Hashing with Applications to Health Care
David C Kale, Dian Gong, Zhengping Che, Yan Liu, Gérard Medioni, Randall Wetzel, Patrick Ross IEEE International Conference on Data Mining (ICDM), 2014 | Paper
Guest Editorial Special Issue on Facial Biometrics in the Wild
Aly A Farag, Bir Bhanu, Edwin Hancock, Gérard Medioni, Jie YangIEEE Transactions on Information Forensics and Security, 2014 | Paper
Learning Symbolic Descriptions of Activities from Examples in WAAS
Jongmoo Choi, Gérard MedioniACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014 | Paper
Multi-state Discriminative Video Segment Selection for Complex Event Classification
Prithviraj Banerjee, Ram NevatiaAsian Conference on Computer Vision (ACCV), 2014 | Paper
Pose filter based hidden-crf models for activity detection
Prithviraj Banerjee, Ram NevatiaEuropean Conference on Computer Vision (ECCV), 2014 | Paper
Semantic Aware Video Transcription using Random Forest Classifiers
Chen Sun, Ram NevatiaEuropean Conference on Computer Vision (ECCV), 2014 | Paper
Wearable RGBD indoor navigation system for the blind
Young Hoon Lee, Gérard MedioniEuropean Conference on Computer Vision (ECCV), 2014 | Paper
A System for Assisting the Visually Impaired in Localization and Grasp of Desired Objects
Kaveri Thakoor, Nii Mante, Carey Zhang, Christian Siagian, James Weiland, Laurent Itti, Gérard MedioniEuropean Conference on Computer Vision (ECCV), 2014 | Paper
Video Segmentation Descriptors for Event Recognition
Remi Trichet, Ramakant NevatiaInternational Conference on Pattern Recognition (ICPR), 2014 | Paper
Pose Independent Face Recognition by Localizing Local Binary Patterns via Deformation Components
Iacopo Masi, Claudio Ferrari, Alberto Del Bimbo, Gérard MedioniInternational Conference on Pattern Recognition (ICPR), 2014 | Paper
Aerial Implicit 3D Video Stabilization using Epipolar Geometry Constraint
Loc Huynh, Jongmoo Choi, Gérard MedioniInternational Conference on Pattern Recognition (ICPR), 2014 | Paper
Late Fusion and Calibration for Multimedia Event Detection using Few Examples
Julien van Hout, Eric Yeh, Dennis C Koelma, Cees GM Snoek, Chen Sun, Ramakant Nevatia, Julie Wong, Gregory K MyersSRI International Menlo Park United States, 2014 | Paper
Discover: Discovering important segments for classification of video events and recounting
Chen Sun, Ram NevatiaIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014 | Paper
3D Modeling from Wide Baseline Range Scans using Contour Coherence
Ruizhe Wang, Jongmoo Choi, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014 | Paper
Visual Navigation Aid for the Blind in Dynamic Environments
Tung-Sing Leung, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014 | Paper
Persistent Tracking for Wide Area Aerial Surveillance
Jan Prokaj, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014 | Paper
Persistent People Tracking and Face Capture Over a Wide Area
Gérard Medioni, Yinghao CaiIEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2014 | Paper
Late Fusion and Calibration for Multimedia Event Detection using Few Examples
Julien Van Hout, Eric Yeh, Dennis C Koelma, Cees GM Snoek, Chen Sun, Ramakant Nevatia, Julie Wong, Gregory K MyersIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014 | Paper
Supervised pixel classification for segmenting geographic atrophy in fundus autofluorescene images
Zhihong Hu, Gérard G Medioni, Matthias Hernandez, SriniVas R SaddaMedical Imaging Computer-Aided Diagnosis, 2014 | Paper
Rapid Avatar Capture and Simulation using Commodity Depth Sensors
Ari Shapiro, Andrew Feng, Ruizhe Wang, Hao Li, Mark Bolas, Gérard Medioni, Evan SumaComputer Animation and Virtual Worlds, 2014 | Paper
Automatic Acquisition and Animation of Virtual Avatars
Ari Shapiro, Andrew Feng, Ruizhe Wang, Gérard Medioni, Mark Bolas, Evan A Suma IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2014 | Paper
Object Localization and Tracking System-Evaluation of Speech Synthesized Feedback Mechanisms
Nii Tete Mante, Gérard Medioni, James D Weiland, Armand Rene TanguayInvestigative Ophthalmology & Visual Science, 2014 | Paper
ISOMER: Informative segment observations for multimedia event recounting
Chen Sun, Brian Burns, Ram Nevatia, Cees Snoek, Bob Bolles, Greg Myers, Wen Wang, Eric YehACM on International Conference on Multimedia Retrieval (ICMR), 2014 | Paper
Multi-target Tracking by Online Learning a CRF Model of Appearance and Motion Patterns
Bo Yang, Ramakant NevatiaInternational Journal of Computer Vision (IJCV), 2014 | Paper
Multi class boosted random ferns for adapting a generic object detector to a specific video
Pramod Sharma, Ramakant NevatiaIEEE Winter Conference on Applications of Computer Vision (WACV), 2014 | Paper
Video segmentation and feature co-occurrences for activity classification
Rémi Trichet, Ramakant NevatiaIEEE Winter Conference on Applications of Computer Vision (WACV), 2014 | Paper
Exploring Context Information for Inter-camera Multiple Target Tracking
Yinghao Cai, Gérard MedioniIEEE Winter Conference on Applications of Computer Vision (WACV), 2014 | Paper
Real-time 3-d Face Tracking and Modeling Framework for Mid-res Cam
Jongmoo Choi, Anh Tran, Yann Dumortier, Gérard MedioniIEEE Winter Conference on Applications of Computer Vision (WACV), 2014 | Paper
Fast Dense 3D Reconstruction using an Adaptive Multiscale Discrete-continuous Variational Method
Zhuoliang Kang, Gérard MedioniIEEE Winter Conference on Applications of Computer Vision (WACV), 2014 | Paper
Rapid Avatar Capture and Simulation using Commodity Depth Sensors
Andrew Feng, Ari Shapiro, Wang Ruizhe, Mark Bolas, Gérard Medioni, Evan Suma ACM Special Interest Group on Computer Graphics and Interactive Techniques (ACM SIGGRAPH), 2014 | Paper
Structured Time Series Analysis for Human Action Segmentation and Recognition
Dian Gong, Gérard Medioni, Xuemei Zhao IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014 | Paper
Janus-multi Source Event Detection and Collection System for Effective Surveillance of Criminal Activity
Cyrus Shahabi, Seon Ho Kim, Luciano Nocera, Giorgos Constantinou, Ying Lu, Yinghao Cai, Gérard Medioni, Ramakant Nevatia, Farnoush Banaei-KashaniJournal of Information Processing Systems (JIPS), 2014 | Paper
Co-trained Generative and Discriminative Trackers with Cascade Particle Filter
Thang Ba Dinh, Qian Yu, Gérard MedioniComputer Vision and Image Understanding, 2014 | Paper
Evaluating Multimedia Features and Fusion for Example-based Event Detection
Gregory K Myers, Cees GM Snoek, Ramakant Nevatia, Ramesh Nallapati, Julien van Hout, Stephanie Pancoast, Chen Sun, Amirhossein Habibian, Dennis C Koelma, Koen EA van de Sande, Arnold WM SmeuldersFusion in Computer Vision, 2014 | Paper
Hierarchical abnormal event detection by real time and semi-real time multi-tasking video surveillance system
Sung Chun Lee, Ram NevatiaMachine Vision and Applications, 2014 | Paper
Janus-multi Source Event Detection and Collection System for Effective Surveillance of Criminal Activity
Cyrus Shahabi, Seon Ho Kim, Luciano Nocera, Giorgos Constantinou, Ying Lu, Yinghao Cai, Gérard Medioni, Ramakant Nevatia, Farnoush Banaei-KashaniJournal of Information Processing Systems, 2014 | Paper
Segmentation of the Geographic Atrophy in Spectral-Domain Optical Coherence Tomography and Fundus Autofluorescence Images
Zhihong Hu, Gérard G Medioni, Matthias Hernandez, Amirhossein Hariri, Xiaodong Wu, SriniVas R SaddaInvestigative Ophthalmology & Visual Science, 2013 | Paper
Hierarchical Multi-channel Hidden Semi Markov Graphical Models for Activity Recognition
Pradeep Natarajan, Ramakant NevatiaComputer Vision and Image Understanding, 2013 | Paper
ACTIVE: Activity Concept Transitions in Video Event Classification
Chen Sun, Ram NevatiaIEEE International Conference on Computer Vision (ICCV), 2013 | Paper
Conditional Bayesian Networks for Action Detection
Furqan M Khan, Sung Chun Lee, Ram NevatiaIEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2013 | Paper
Video segmentation with spatio-temporal tubes
Remi Trichet, Ramakant NevatiaIEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2013 | Paper
Efficient Detector Adaptation for Object Detection in a Video
Pramod Sharma, Ram NevatiaIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013 | Paper
Big Data Scalability Issues in WAAS
Jan Prokaj, Xuemei Zhao, Jongmoo Choi, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2013 | Paper
Home Monitoring Musculo-Skeletal Disorders with a Single 3D Sensor
Ruizhe Wang, Gérard Medioni, Carolee Winstein, Cesar BlancoIEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2013 | Paper
Multiple Target Tracking by Learning-based Hierarchical Association of Detection Responses
Chang Huang, Yuan Li, Ramakant NevatiaIEEE transactions on pattern analysis and machine intelligence (TPAMI), 2013 | Paper
Towards a Practical PTZ Face Detection and Tracking System
Yinghao Cai, Gérard Medioni, Thang Ba DinhIEEE Workshop on Applications of Computer Vision (WACV), 2013 | Paper
Large-scale Web Video Event Classification by Use of Fisher Vectors
Chen Sun, Ram NevatiaIEEE Winter Conference on Applications of Computer Vision (WACV), 2013 | Paper
Evaluation of Feedback Mechanisms for Wearable Visual Aids
Aminat Adebiyi, Nii Mante, Carey Zhang, Furkan E Sahin, Gérard G Medioni, Armand R Tanguay, James D WeilandIEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2013 | Paper
Demonstration Paper: Monitoring Mobility Disorders at Home using 3D Visual Sensors and Mobile Sensors
Farnoush B Kashani, Gérard Medioni, Khanh Nguyen, Luciano Nocera, Cesar E Blanco, Beth Fisher Chung, Sara Mulroy, Philip Requejo, Carolee WinsteinProceedings of the Conference on Wireless Health, 2013 | Paper
Accurate 3D Face and Body Modeling from a Single Fixed Kinect
Ruizhe Wang, Matthias Hernandez, Jongmoo Choi, Gérard MedioniProceedings of the International Conference on 3D Body Scanning Technologies (3DBST), 2013 | Paper
3D Facial Landmark Tracking and Facial Expression Recognition
Gérard Medioni, Jongmoo Choi, Matthieu Labeau, Jatuporn Toy Leksut, Lingchao MengJournal of Information and Communication Convergence Engineering, 2013 | Paper
Comparing Strategies for 3D Face Recognition from a 3D Sensor
Jongmoo Choi, Ayush Sharma, Gérard MedioniIEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 2013 | Paper
Monitoring Mobility Disorders at Home using 3D Visual Sensors and Mobile Sensors
Farnoush B Kashani, Gérard Medioni, Khanh Nguyen, Luciano Nocera, Cyrus Shahabi, Ruizhe Wang, Cesar E Blanco, Yi-An Chen, Yu-Chen Chung, Beth Fisher, Sara Mulroy, Philip Requejo, Carolee WinsteinProceedings of the Conference on Wireless Health, 2013 | Paper
An Object Localization and Feedback System
Nii Tete Mante, Gérard Medioni, Armand Tanguay, Thang Dinh, Furkan Sahin, Patrick Nasiatka, James WeilandInvestigative Ophthalmology & Visual Science, 2013 | Paper
Hierarchy of Nonlocal Means for Preferred Automatic Sharpness Enhancement and Tone Mapping
Anustup Choudhury, Gérard MedioniJournal of the Optical Society of America A (JOSA A), 2013 | Paper
Real-time Staircase Detection from a Wearable Stereo System
Young Hoon Lee, Tung-Sing Leung, Gérard MedioniInternational Conference on Pattern Recognition (ICPR), 2012 | Paper
Real-time 3D Face Identification From A Depth Camera
Rui Min, Jongmoo Choi, Gérard Medioni, Jean-Luc DugelayInternational Conference on Pattern Recognition (ICPR), 2012 | Paper
Pose Based Activity Recognition using Multiple Kernel Learning
Prithviraj Banerjee, Ramakant NevatiaInternational Conference on Pattern Recognition (ICPR), 2012 | Paper
Efficient Incremental Learning of Boosted Classifiers for Object Detection
Pramod Sharma, Chang Huang, Ram NevatiaInternational Conference on Pattern Recognition (ICPR), 2012 | Paper
Robust Multi-pose Face Tracking by Multi-stage Tracklet Association
Markus Roth, Martin Bäuml, Ram Nevatia, Rainer StiefelhagenInternational Conference on Pattern Recognition (ICPR), 2012 | Paper
Accurate Full Body Scanning from a Single Fixed 3D Camera
Jongmoo Choi, Yann Dumortier, Jan Prokaj, Gérard MedioniSecond International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), 2012 | Paper
Activity Recognition in Wide Aerial Video Surveillance using Entity Relationship Models
Ruizhe Wang, Jongmoo Choi, Gérard MedioniProceedings of the International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS), 2012 | Paper
Robust Object Tracking using Constellation Model with Superpixel
Weijun Wang, Ramakant NevatiaAsian Conference on Computer Vision (ACCV), 2012 | Paper
Online Learned Discriminative Part-based Appearance Models for Multi-human Tracking
Bo Yang, Ram NevatiaEuropean Conference on Computer Vision (ECCV), 2012 | Paper
Kernelized Temporal Cut for Online Temporal Segmentation and Recognition
Dian Gong, Gérard Medioni, Sikai Zhu, Xuemei ZhaoEuropean Conference on Computer Vision (ECCV), 2012 | Paper
Tracking using Motion Patterns for Very Crowded Scenes
Xuemei Zhao, Dian Gong, Gérard MedioniEuropean Conference on Computer Vision (ECCV), 2012 | Paper
Multi-target Tracking by Online Learning of Non-linear Motion Patterns and Robust Appearance Models
Bo Yang, Ram NevatiaIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012 | Paper
Unsupervised Incremental Learning for Improved Object Detection in A Video
Pramod Sharma, Chang Huang, Ram NevatiaIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012 | Paper
An Online Learned CRF Model for Multi-target Tracking
Bo Yang, Ram NevatiaIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012 | Paper
Probabilistic Tensor Voting for Robust Perceptual Grouping
Dian Gong, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2012 | Paper
Tracking Many Vehicles in Wide Area Aerial Surveillance
Jan Prokaj, Xuemei Zhao, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2012 | Paper
Simultaneous Inference of Activity, Pose and Object
Furqan M Khan, Vivek Kumar Singh, Ram NevatiaIEEE Winter Conference on Applications of Computer Vision (WACV), 2012 | Paper
A Systems Level Approach to Perimeter Protection
Peter Tu, Ting Yu, Dashan Gao, Ram Nevatia, Sung Chun Lee, Hale Kim, Phill Kyu Rhee, Joong-Hwan BaekIEEE Winter Conference on Applications of Computer Vision (WACV), 2012 | Paper
Accurate Efficient Mosaicking for Wide Area Aerial Surveillance
Jan Prokaj, Gérard Medioni IEEE Workshop on Applications of Computer Vision (WACV), 2012 | Paper
Real-time 3-D Face Tracking and Modeling From a Webcam
Jongmoo Choi, Yann Dumortier, Sang-Il Choi, Muhammad Bilal Ahmad, Gérard Medioni IEEE Workshop on Applications of Computer Vision (WACV), 2012 | Paper
A Framework for Robust Online Video Contrast Enhancement using Modularity Optimization
Anustup Choudhury, Gérard MedioniIEEE Transactions on Circuits and Systems for Video Technology, 2012 | Paper
Laser Scan Quality 3-D Face Modeling using A Low-cost Depth Camera
Matthias Hernandez, Jongmoo Choi, Gérard MedioniProceedings of the European Signal Processing Conference(EUSIPCO), 2012 | Paper
Smart Image Processing System for Retinal Prosthesis
James D Weiland, Neha Parikh, Vivek Pradeep, Gérard MedioniAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2012 | Paper
A Closed-form Solution to Tensor Voting: Theory and Applications
Tai-Pang Wu, Sai-Kit Yeung, Jiaya Jia, Chi-Keung Tang, Gérard MedioniIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2012 | Paper
Technical Report: Activity Recognition in Wide Aerial Video Surveillance using Entity Relationship Models
Jongmoo Choi, Yann Dumortier, Jan Prokaj, Gérard MedioniInstitute for Robotics and Intelligent Systems, 2012 | Paper
Robust Multiple Manifolds Structure Learning
Dian Gong, Xuemei Zhao, Gérard MedioniarXiv, 2012 | Paper
Real-Time Billboard Substitution in a Video Stream
G Medioni, G Guy, H Rom, A FrançoisMultimedia Communications, 2012 | Paper
Simultaneous Tracking and Action Recognition for Single Actor Human Actions
Vivek Kumar Singh, Ram NevatiaThe Visual Computer, 2011 | Paper
Spatio-Temporal Nonlinear Filtering With Applications to Information Assurance and Counter Terrorism
Boris Rozovsky, Alexander Tartakovsky, A Bertozzi, A Galstyan, G Medioni, C Papadopoulos, V VeeravalliBROWN UNIV PROVIDENCE RI DIV OF APPLIED MATHEMATICS, 2011 | Paper
Action Recognition in Cluttered Dynamic Scenes using Pose-Specific Part Models
Vivek Kumar Singh, Ram Nevatia IEEE International Conference on Computer Vision (ICCV), 2011 | Paper
Aerial 3D Reconstruction with Line-Constrained Dynamic Programming
Huei-Hung Liao, Yuping Lin, Gérard Medioni IEEE International Conference on Computer Vision (ICCV), 2011 | Paper
Robust Unsupervised Motion Pattern Inference from Video and Applications
Xuemei Zhao, Gérard Medioni IEEE International Conference on Computer Vision (ICCV), 2011 | Paper
Dynamic Manifold Warping for View Invariant Action Recognition
Dian Gong, Gérard Medioni IEEE International Conference on Computer Vision (ICCV), 2011 | Paper
Perceptually Motivated Automatic Sharpness Enhancement using Hierarchy of Non-Local Means
Anustup Choudhury, Gérard Medioni IEEE International Conference on Computer Vision Workshops(ICCVW), 2011 | Paper
Segmentation of Objects in a Detection Window by Nonparametric Inhomogeneous CRFs
Bo Yang, Chang Huang, Ram NevatiaComputer Vision and Image Understanding, 2011 | Paper
3D Object Recognition in Range Images Using Visibility Context
Eunyoung Kim, Gérard MedioniIEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2011 | Paper
Learning Neighborhood Co-occurrence Statistics of Sparse Features for Human Activity Recognition
Prithviraj Banerjee, Ram NevatiaIEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2011 | Paper
AVSS 2011 demo session: A systems level approach to perimeter protection
Peter Tu, Ting Yu, Dashan Gao, Ram Nevatia, Sung Chun Lee, Hale Kim, Phill Kyu Rhee, Joong-Hwan BaekIEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2011 | Paper
User Interactive Multiple Aerial View Analysis for Reconstructing A Large Number of 3D Architectural Models
Sung Chun Lee, Ram NevatiaISPRS Journal of Photogrammetry and Remote Sensing, 2011 | Paper
RGB-D camera Based Navigation for the Visually Impaired
Young Hoon Lee, Gérard MedioniProceedings of the RSS, 2011 | Paper
Urban Scene Understanding from Aerial and Ground LIDAR Data
Eunyoung Kim, Gérard MedioniMachine Vision and Applications, 2011 | Paper
Robust Camera Calibration Tool for Video Surveillance Camera in Urban Environment
Sung Chun Lee, Ram NevatiaIEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2011 | Paper
How does person identity recognition help multi-person tracking?
Cheng-Hao Kuo, Ram NevatiaIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011 | Paper
Learning Affinities and Dependencies for Multi-Target Tracking using a CRF Model
Bo Yang, Chang Huang, Ram NevatiaIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011 | Paper
Using 3D Scene Structure to Improve Tracking
Thang Ba Dinh, Nam Vo, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011 | Paper
Context Tracker: Exploring Supporters and Distracters in Unconstrained Environments
Jan Prokaj, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011 | Paper
Inferring Tracklets for Multi-Object Tracking
Jan Prokaj, Mark Duchaineau, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2011 | Paper
Vehicle Detection from Low Quality Aerial LIDAR Data
Bo Yang, Pramod Sharma, Ram NevatiaIEEE Winter Conference on Applications of Computer Vision (WACV), 2011 | Paper
Co-training Framework of Generative and Discriminative Trackers with Partial Occlusion Handling
Thang Ba Dinh, Gérard MedioniIEEE Workshop on Applications of Computer Vision (WACV), 2011 | Paper
High Resolution Face Sequences from A PTZ Network Camera
Thang Ba Dinh, Nam Vo, Gérard MedioniIEEE Conference on Automatic Face & Gesture Recognition and Workshops (FG), 2011 | Paper
Scalable Object Classification Using Range Images
Eunyoung Kim, Gérard MedioniInternational Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), 2011 | Paper
Efficient Detection and Tracking of Moving Objects in Geo-coordinates
Yuping Lin, Qian Yu, Gérard MedioniMachine Vision and Applications, 2011 | Paper
Obstacle Avoidance and Wayfinding using a Computer Vision based Mobility Aid for the Visually Impaired
Vivek Pradeep, Gérard Medioni, James WeilandInvestigative Ophthalmology & Visual Science, 2011 | Paper
Accurate Person Tracking Through Changing Poses for Multi-view Action Recognition
Pradeep Natarajan, Prithviraj Banerjee, Ram NevatiaIndian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), 2010 | Paper
Human Action Recognition using a Dynamic Bayesian Action Network with 2D Part Models
Vivek Kumar Singh, Ram NevatiaIndian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), 2010 | Paper
Efficient Inference with Multiple Heterogeneous Part Detectors for Human Pose Estimation
Vivek Kumar Singh, Ram Nevatia, Chang HuangEuropean Conference on Computer Vision (ECCV), 2010 | Paper
Inter-camera Association of Multi-target Tracks by On-Line Learned Appearance Affinity Models
Cheng-Hao Kuo, Chang Huang, Ram NevatiaEuropean Conference on Computer Vision (ECCV), 2010 | Paper
Dynamics based Trajectory Segmentation for UAV videos
Prithviraj Banerjee, Ram NevatiaIEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2010 | Paper
Multiple Pose Context Trees for estimating Human Pose in Object Context
Vivek Kumar Singh, Furqan Muhammad Khan, Ram NevatiaIEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2010 | Paper
Learning 3D Action Models from a few 2D videos for View Invariant Action Recognition
Pradeep Natarajan, Vivek Kumar Singh, Ram NevatiaIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010 | Paper
High Performance Object Detection by Collaborative Learning of Joint Ranking of Granules Features
Chang Huang, Ram NevatiaIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010 | Paper
Accurate 3D Face Reconstruction from Weakly Calibrated Wide Baseline Images with Profile Contours
Yuping Lin, Gérard Medioni, Jongmoo ChoiIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010 | Paper
Color Contrast Enhancement for Visually Impaired people
Anustup Choudhury, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2010 | Paper
Robot Vision for the Visually Impaired
Vivek Pradeep, Gérard Medioni, James WeilandIEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2010 | Paper
Human Pose Estimation from a Single View Point, Real-Time Range Sensor
Matheen Siddiqui, Gérard MedioniIEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2010 | Paper
3D Face Reconstruction Using A Single or Multiple Views
Jongmoo Choi, Gérard Medioni, Yuping Lin, Luciano Silva, Olga Regina, Mauricio Pamplona, Timothy C FaltemierInternational Conference on Pattern Recognition (ICPR), 2010 | Paper
Color Constancy Using Standard Deviation of Color Channels
Anustup Choudhury, Gérard MedioniInternational Conference on Pattern Recognition (ICPR), 2010 | Paper
Dense Structure Inference for Object Classification in Aerial LIDAR Dataset
Eunyoung Kim, Gérard MedioniInternational Conference on Pattern Recognition (ICPR), 2010 | Paper
A Wearable System for the Visually Impaired
Vivek Pradeep, Gérard Medioni, James WeilandAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2010 | Paper
Multi-target Tracking by On-line Learned Discriminative Appearance Models
Cheng-Hao Kuo, Chang Huang, Ramakant NevatiaIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010 | Paper
Perceptually Motivated Automatic Color Contrast Enhancement Based on Color Constancy Estimation
Anustup Choudhury, Gérard MedioniEURASIP Journal on Image and Video Processing, 2010 | Paper
Vehicle Classification in Wide Area Motion Imagery
J Prokaj, K Ni, B Chen, G MedioniLawrence Livermore National Laboratory (LLNL), 2010 | Paper
Registration of 2D Points Using Geometric Algebra and Tensor Voting
Leo Reyes-Lozano, Gérard Medioni, Eduardo Bayro-CarrochanoJournal of Mathematical Imaging and Vision, 2010 | Paper
Text Image Restoration using Adaptive Fuzzy Median Based on 3D Tensors and Iterative Voting
Jong-Hyun Park, Gérard G Medioni, Guee-Sang LeeJournal of Information Science and Engineering, 2010 | Paper
Locally Linear Denoising on Image Manifolds
Dian Gong, Fei Sha, Gérard MedioniProceedings of International Conference on Artificial Intelligence and Statistics, 2010 | Paper
Robust, Real-Time 3D Face Tracking from a Monocular View
Wei-Kai Liao, Douglas Fidaleo, Gérard MedioniJournal on Image and Video Processing, 2010 | Paper
Perceptually Motivated Automatic Color Contrast Enhancement Based on Color Constancy Estimation
Anustup Choudhury, Gérard MedioniJournal on Image and Video Processing, 2010 | Paper
Dimensionality Estimation, Manifold Learning and Function Approximation using Tensor Voting
Philippos Mordohai, Gérard MedioniJournal of Machine Learning Research, 2010 | Paper