Ramakant Nevatia

Affiliations:
  • University of Southern California, Los Angeles, Department of Computer Science


According to our database1, Ramakant Nevatia authored at least 281 papers between 1973 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 1991, "For contributions to the field of computer vision.".

Timeline

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Bibliography

2024
ShARc: Shape and Appearance Recognition for Person Identification In-the-wild.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Leveraging Task-Specific Pre-Training to Reason across Images and Videos.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Efficient Feature Distillation for Zero-shot Annotation Object Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

ReCLIP: Refine Contrastive Language Image Pre-Training with Source Free Domain Adaptation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Large Language Models are Good Prompt Learners for Low-Shot Image Classification.
CoRR, 2023

CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering.
CoRR, 2023

Efficient Feature Distillation for Zero-shot Detection.
CoRR, 2023

Gait Recognition Using 3-D Human Body Shape Inference.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

PatchZero: Defending against Adversarial Patch Attacks by Detecting and Zeroing the Patch.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Multimodal Neural Radiance Field.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

GaitRef: Gait Recognition with Refined Sequential Skeletons.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023


CAT-NeRF: Constancy-Aware Tx<sup>2</sup>Former for Dynamic Body Modeling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Temporal Shift and Attention Modules for Graphical Skeleton Action Recognition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

OPEN: Order-preserving Pointcloud Encoder Decoder Network for Body Shape Refinement.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Improving Weakly Supervised Scene Graph Parsing through Object Grounding.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Self-Supervised Learning for Sentiment Analysis via Image-Text Matching.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
MixNorm: Test-Time Adaptation Through Online Normalization Estimation.
CoRR, 2021

Utilizing Every Image Object for Semi-supervised Phrase Grounding.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Video Question Answering with Phrases via Semantic Roles.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Improving Object Detection And Attribute Recognition By Feature Entanglement Reduction.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Visual Semantic Role Labeling for Video Understanding.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

SPAN: Spatial Pyramid Attention Network forImage Manipulation Localization.
CoRR, 2020

Visually Grounded Continual Learning of Compositional Phrases.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

SPAN: Spatial Pyramid Attention Network for Image Manipulation Localization.
Proceedings of the Computer Vision - ECCV 2020, 2020

Curriculum DeepSDF.
Proceedings of the Computer Vision - ECCV 2020, 2020

Video Object Grounding Using Semantic Roles in Language Description.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

CPARR: Category-based Proposal Analysis for Referring Relationships.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Deep, Landmark-Free FAME: Face Alignment, Modeling, and Expression Estimation.
Int. J. Comput. Vis., 2019

Pose-variant 3D Facial Attribute Generation.
CoRR, 2019

MAC: Mining Activity Concepts for Language-Based Temporal Localization.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019


Zero-Shot Grounding of Objects From Natural Language Queries.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

NOTE-RCNN: NOise Tolerant Ensemble RCNN for Semi-Supervised Object Detection.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Activity Driven Weakly Supervised Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
MSRC: multimodal spatial regression with semantic context for phrase grounding.
Int. J. Multim. Inf. Retr., 2018

Revisiting Temporal Modeling for Video-based Person ReID.
CoRR, 2018

Face and Body Association for Video-Based Face Recognition.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018


ExpNet: Landmark-Free, Deep, 3D Facial Expressions.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

CTAP: Complementary Temporal Action Proposal Generation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Visually Indicated Sound Generation by Perceptually Optimized Classification.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

LEGO: Learning Edge With Geometry All at Once by Watching Videos.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Motion-Appearance Co-Memory Networks for Video Question Answering.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Knowledge Aided Consistency for Weakly Supervised Phrase Grounding.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

PIRC Net: Using Proposal Indexing, Relationships and Context for Phrase Grounding.
Proceedings of the Computer Vision - ACCV 2018, 2018

Unsupervised Learning of Geometry From Videos With Edge-Aware Depth-Normal Consistency.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

SPOT Poachers in Action: Augmenting Conservation Drones With Automatic Detection in Near Real Time.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN.
CoRR, 2017

Unsupervised Learning of Geometry with Edge-aware Depth-Normal Consistency.
CoRR, 2017

AMC: Attention guided Multi-modal Correlation Learning for Image Search.
CoRR, 2017

FacePoseNet: Making a Case for Landmark-Free Face Alignment.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals.
Proceedings of the IEEE International Conference on Computer Vision, 2017

TALL: Temporal Activity Localization via Language Query.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Query-Guided Regression Network with Context Policy for Phrase Grounding.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Local-Global Landmark Confidences for Face Recognition.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

AMC: Attention Guided Multi-modal Correlation Learning for Image Search.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Spatio-Temporal Action Detection with Cascade Proposal and Location Anticipation.
Proceedings of the British Machine Vision Conference 2017, 2017

RED: Reinforced Encoder-Decoder Networks for Action Anticipation.
Proceedings of the British Machine Vision Conference 2017, 2017

Cascaded Boundary Regression for Temporal Action Detection.
Proceedings of the British Machine Vision Conference 2017, 2017

DECK: Discovering Event Composition Knowledge from Web Images for Zero-Shot Event Detection and Recounting in Videos.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Activity recognition and prediction with pose based discriminative patch model.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Abstraction hierarchy and self annotation update for fine grained activity recognition.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Tag-based video retrieval by embedding semantic content in a continuous word space.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Face recognition using deep multi-pose representations.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

ACD: Action Concept Discovery from Image-Sentence Corpora.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

A multi-scale cascade fully convolutional network face detector.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Segment-based models for event detection and recounting.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Exploring deep learning based solutions in fine grained activity recognition in the wild.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Action Concept Trees and Semantic Alignment Networks from Image-Description Data.
Proceedings of the Computer Vision - ACCV 2016, 2016

Image Set Classification via Template Triplets and Context-Aware Similarity Embedding.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering.
CoRR, 2015

Beyond Pedestrians: A Hybrid Approach of Tracking Multiple Articulating Humans.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

A Robust Adaptive Classifier for Detector Adaptation in a Video.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Forecasting Human Pose and Motion with Multibody Dynamic Model.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Temporal Localization of Fine-Grained Actions in Videos by Domain Transfer from Web Images.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Automatic Concept Discovery from Parallel Text and Visual Corpora.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Video event classification with temporal partitioning.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
Evaluating Multimedia Features and Fusion for Example-Based Event Detection.
Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

Evaluating multimedia features and fusion for example-based event detection.
Mach. Vis. Appl., 2014

Hierarchical abnormal event detection by real time and semi-real time multi-tasking video surveillance system.
Mach. Vis. Appl., 2014

Janus - Multi Source Event Detection and Collection System for Effective Surveillance of Criminal Activity.
J. Inf. Process. Syst., 2014

Multi-Target Tracking by Online Learning a CRF Model of Appearance and Motion Patterns.
Int. J. Comput. Vis., 2014

Video segmentation and feature co-occurrences for activity classification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Multi class boosted random ferns for adapting a generic object detector to a specific video.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014


ISOMER: Informative Segment Observations for Multimedia Event Recounting.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Video Segmentation Descriptors for Event Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Late fusion and calibration for multimedia event detection using few examples.
Proceedings of the IEEE International Conference on Acoustics, 2014

Semantic Aware Video Transcription Using Random Forest Classifiers.
Proceedings of the Computer Vision - ECCV 2014, 2014

Pose Filter Based Hidden-CRF Models for Activity Detection.
Proceedings of the Computer Vision - ECCV 2014, 2014

DISCOVER: Discovering Important Segments for Classification of Video Events and Recounting.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Multi-state Discriminative Video Segment Selection for Complex Event Classification.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Multiple Target Tracking by Learning-Based Hierarchical Association of Detection Responses.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Hierarchical multi-channel hidden semi Markov graphical models for activity recognition.
Comput. Vis. Image Underst., 2013

Large-scale web video event classification by use of Fisher Vectors.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013


ACTIVE: Activity Concept Transitions in Video Event Classification.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Efficient Detector Adaptation for Object Detection in a Video.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Video segmentation with spatio-temporal tubes.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

Conditional Bayesian networks for action detection.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
A systems level approach to perimeter protection.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Simultaneous inference of activity, pose and object.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012


Efficient incremental learning of boosted classifiers for object detection.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Robust multi-pose face tracking by multi-stage tracklet association.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Pose based activity recognition using Multiple Kernel learning.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Online Learned Discriminative Part-Based Appearance Models for Multi-human Tracking.
Proceedings of the Computer Vision - ECCV 2012, 2012

An online learned CRF model for multi-target tracking.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Multi-target tracking by online learning of non-linear motion patterns and robust appearance models.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Unsupervised incremental learning for improved object detection in a video.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Robust Object Tracking Using Constellation Model with Superpixel.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Simultaneous tracking and action recognition for single actor human actions.
Vis. Comput., 2011

Segmentation of objects in a detection window by Nonparametric Inhomogeneous CRFs.
Comput. Vis. Image Underst., 2011

Vehicle detection from low quality aerial LIDAR data.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011


Action recognition in cluttered dynamic scenes using Pose-Specific Part Models.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Learning affinities and dependencies for multi-target tracking using a CRF model.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Robust camera calibration tool for video surveillance camera in urban environment.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

How does person identity recognition help multi-person tracking?
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

AVSS 2011 demo session: A systems level approach to perimeter protection.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

Learning neighborhood cooccurrence statistics of sparse features for human activity recognition.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Human action recognition using a dynamic Bayesian action network with 2D part models.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Accurate person tracking through changing poses for multi-view action recognition.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Efficient Inference with Multiple Heterogeneous Part Detectors for Human Pose Estimation.
Proceedings of the Computer Vision, 2010

Inter-camera Association of Multi-target Tracks by On-Line Learned Appearance Affinity Models.
Proceedings of the Computer Vision, 2010

Multiple pose context trees for estimating human pose in object context.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Learning 3D action models from a few 2D videos for view invariant action recognition.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Multi-target tracking by on-line learned discriminative appearance models.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

High performance object detection by collaborative learning of Joint Ranking of Granules features.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Dynamics Based Trajectory Segmentation for UAV videos.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Graphical Models for Representation and Recognition of Human Actions.
Proceedings of the Machine Learning for Human Motion Analysis - Theory and Practice., 2010

2009
Human Pose Tracking in Monocular Sequence Using Multilevel Structured Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Detection and Segmentation of Multiple, Partially Occluded Objects by Grouping, Merging, Assigning Part Detection Responses.
Int. J. Comput. Vis., 2009

Extensive articulated human detection by voting Cluster Boosted Tree.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Robust multi-view car detection using unsupervised sub-categorization.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Learning to associate: HybridBoosted multi-target tracker for crowded scene.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Segmentation and Tracking of Multiple Humans in Crowded Environments.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Definition, Detection, and Evaluation of Meeting Events in Airport Surveillance Videos.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Human detection by searching in 3d space using camera and scene knowledge.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Key Object Driven Multi-category Object Recognition, Localization and Tracking Using Spatio-temporal Context.
Proceedings of the Computer Vision, 2008

Robust Object Tracking by Hierarchical Association of Detection Responses.
Proceedings of the Computer Vision, 2008

Efficient scan-window based object detection using GPGPU.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Global data association for multi-object tracking using network flows.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Segmentation of multiple, partially occluded objects by grouping, merging, assigning part detection responses.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Optimizing discrimination-efficiency tradeoff in integrating heterogeneous local features for object detection.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

View and scale invariant action recognition using multiview shape-flow models.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Real-Time 3D Body Pose Tracking from Multiple 2D Images.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

2007
Detection and Tracking of Multiple, Partially Occluded Humans by Bayesian Combination of Edgelet based Part Detectors.
Int. J. Comput. Vis., 2007

Hierarchical Multi-channel Hidden Semi Markov Models.
Proceedings of the IJCAI 2007, 2007

Object and Activity Recognition in Video Streams.
Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007

Detection and Tracking of Multiple Humans with Extensive Pose Articulation.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Cluster Boosted Tree Classifier for Multi-View, Multi-Pose Object Detection.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Real Time Body Pose Tracking in an Immersive Training Environment.
Proceedings of the Human-Computer Interaction, 2007

Pedestrian Detection in Infrared Images based on Local Shape Features.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Improving Part based Object Detection by Unsupervised, Online Boosting.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Simultaneous Object Detection and Segmentation by Boosting Local Shape Feature based Classifier.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Single View Human Action Recognition using Key Pose Matching and Viterbi Path Searching.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

CLEAR'07 Evaluation of USC Human Tracking System for Surveillance Videos.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

Speed Performance Improvement of Vehicle Blob Tracking System.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

2006
Camera Calibration from Video of a Walking Human.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Geodec: Enabling Geospatial Decision Making.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Recognition and Segmentation of 3-D Human Action Using HMM and Multi-class AdaBoost.
Proceedings of the Computer Vision, 2006

Human Pose Tracking Using Multi-level Structured Models.
Proceedings of the Computer Vision, 2006

Tracking of Multiple Humans in Meetings.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Tracking of Multiple, Partially Occluded Humans based on Static Body Part Detection.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Evaluation of USC Human Tracking System for Surveillance Videos.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006

Speaker Tracking in Seminars by Human Body Detection.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006

Robust Vehicle Blob Tracking with Split/Merge Handling.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006

Semi-automated 3-D Building Extraction from Stereo Imagery.
Proceedings of the 35th Applied Image Pattern Recognition Workshop (AIPR 2006), 2006

2005
VERL: An Ontology Framework for Representing and Annotating Video Events.
IEEE Multim., 2005

Dynamic Human Pose Estimation using Markov Chain Monte Carlo Approach.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Detection of Multiple, Partially Occluded Humans in a Single Image by Bayesian Combination of Edgelet Part Detectors.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

A Model-Based Vehicle Segmentation Method for Tracking.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

3D Human Action Recognition Using Spatio-temporal Motion Templates.
Proceedings of the Computer Vision in Human-Computer Interaction, 2005

2004
Tracking Multiple Humans in Complex Situations.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Automatic description of complex buildings from multiple images.
Comput. Vis. Image Underst., 2004

Video-based event recognition: activity representation and probabilistic recognition methods.
Comput. Vis. Image Underst., 2004

Combined Face-body Tracking in Indoor Environment.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Tracking Multiple Humans in Crowded Environment.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

An Ontology for Video Event Representation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Extraction and Integration of Window in a 3D Building Model from Ground View Image.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Expandable Bayesian Networks for 3D Object Description from Multiple Views and Multiple Mode Inputs.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Improved Rooftop Detection in Aerial Images with Machine Learning.
Mach. Learn., 2003

Car detection in low resolution aerial images.
Image Vis. Comput., 2003

Large-Scale Event Detection Using Semi-Hidden Markov Models.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Interactive 3D Building Modeling Using a Hierarchical Representation.
Proceedings of the 2003 IEEE 1st International Workshop on Higher-Level Knowledge in 3D Modeling and Motion Analysis (HLK 2003), 2003

Bayesian Human Segmentation in Crowded Situations.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Hierarchical Language-based Representation of Events in Video Streams.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002
Automatic Integration of Facade Textures into 3D Building Models with a Projective Geometry Based Line Clustering.
Comput. Graph. Forum, 2002

Automatic Pose Estimation of Complex 3D Building Models.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002

3D Tracking of Human Locomotion: A Tracking as Recognition Approach.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Self-Calibration of a Camera from Video of a Walking Human.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Integrating Ground and Aerial Views for Urban Site Modeling.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Automatic and interactive modeling of buildings in urban environments from aerial images.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Detection and Modeling of Buildings from Multiple Aerial Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Event Detection and Analysis from Video Streams.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Car Detection in Low Resolution Aerial Image.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Multi-Agent Event Recognition.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Segmentation and Tracking of Multiple Humans in Complex Situations.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Automatic Description of Buildings with Complex Rooftops from Multiple Images.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Detecting changes in aerial views of man-made structures.
Image Vis. Comput., 2000

Modeling 3-D complex buildings with user assistance.
Proceedings of the Proceedings Fifth IEEE Workshop on Applications of Computer Vision, 2000

Automatic description of complex buildings with multiple images.
Proceedings of the Proceedings Fifth IEEE Workshop on Applications of Computer Vision, 2000

Bayesian Framework for Video Surveillance Application.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Learning Bayesian Networks for Diverse and Varying numbers of Evidence Sets.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Multisensor Integration for Building Modeling.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Representation and Optimal Recognition of Human Activities.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Part-Based 3D Descriptions of Complex Objects from a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

Uncertain Reasoning and Learning for Feature Grouping.
Comput. Vis. Image Underst., 1999

Symbolic Navigation with a Generic Map.
Auton. Robots, 1999

User Assisted Modeling of Buildings from Aerial Images.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Recognition and localization of generic objects for indoor navigation using functionality.
Image Vis. Comput., 1998

Building Detection and Description from a Single Intensity Image.
Comput. Vis. Image Underst., 1998

Automatic Building Extraction from Aerial Images.
Comput. Vis. Image Underst., 1998

Generalizing over aspect and location for rooftop detection.
Proceedings of the Proceedings Fourth IEEE Workshop on Applications of Computer Vision, 1998

Recent Advances in Detection and Description of Buildings from Multiple Aerial Images.
Proceedings of the Computer Vision, 1998

1997
Detection and Description of Buildings from Multiple Aerial Images.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Three-Dimensional Descriptions Based on the Analysis of the Invariant and Quasi-Invariant Properties of Some Curved-Axis Generalized Cylinders.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Volumetric descriptions from a single intensity image.
Int. J. Comput. Vis., 1996

Computer vision research at the University of Southern California.
Int. J. Comput. Vis., 1996

Recovering LSHGCs and SHGCs from stereo.
Int. J. Comput. Vis., 1996

Load balancing strategies for symbolic vision computations.
Proceedings of the 3rd International Conference on High Performance Computing, 1996

1995
Shape from Contour: Straight Homogeneous Generalized Cylinders and Constant Cross Section Generalized Cylinders.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Use of Monocular Groupings and Occlusion Analysis in a Hierarchical Stereo System.
Comput. Vis. Image Underst., 1995

1994
Description and tracking of moving articulated objects.
Syst. Comput. Jpn., 1994

Recovery of 3-D Objects with Multiple Curved Surfaces from 2-D Contours.
Artif. Intell., 1994

A method for recognition and localization of generic objects for indoor navigation.
Proceedings of Second IEEE Workshop on Applications of Computer Vision, 1994

Model validation for change detection [machine vision].
Proceedings of Second IEEE Workshop on Applications of Computer Vision, 1994

Segmentation and 3-D recovery of curved-axis generalized cylinders from an intensity image.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

From an intensity image to 3-D segmented descriptions.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Parallel processing for spatial grouping and matching.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Segmentation and Recovery of SHGCs from a Real Intensity Image.
Proceedings of the Computer Vision, 1994

Detection of buildings using perceptual grouping and shadows.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Representation and computation of the spatial environment for indoor navigation.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993
Perception of 3-D Surfaces from 2-D Contours.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Quasi-invariant properties and 3-D shape recovery of non-straight, non-constant generalized cylinders.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

Using Invariance and Quasi-Invariance for the Segmentation and Recovery of Curved Objects.
Proceedings of the Applications of Invariance in Computer Vision, Second Joint European, 1993

1992
Perceptual Organization for Scene Segmentation and Description.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Dynamic-Scene and Motion Analysis Using Passive Sensors - Part II: Displacement-Field and Feature-Based Approaches.
IEEE Expert, 1992

Dynamic-Scene and Motion Analysis Using Passive Sensors - Part 1: A Qualitative Approach.
IEEE Expert, 1992

Recovering building structures from stereo.
Proceedings of First IEEE Workshop on Applications of Computer Vision, 1992

Issues in parallel tree search for object recognition.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Recovering LSHGCs and SHGCs from stereo.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
Constraints for interpretation of line drawings under perspective projection.
CVGIP Image Underst., 1991

Recovering shape from contour for constant cross section generalized cylinders.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1990
Detecting runways in complex airport scenes.
Comput. Vis. Graph. Image Process., 1990

Inferring shape from contour for curved surfaces.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Shape description from imperfect and incomplete data.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Shape from contour: straight homogeneous generalized cones.
Proceedings of the Third International Conference on Computer Vision, 1990

1989
Using Perceptual Organization to Extract 3-D Structures.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Stereo Error Detection, Correction, and Evaluation.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Recognizing 3-D Objects Using Surface Descriptions.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Dissertation abstracts.
Mach. Vis. Appl., 1989

Using Generic Knowledge in Analysis of Aerial Scenes: A Case Study.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

Segmentation and description based on perceptual organization.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1989

1988
Computing volume descriptions from sparse 3-D data.
Int. J. Comput. Vis., 1988

Detecting buildings in aerial images.
Comput. Vis. Graph. Image Process., 1988

A Segment-Based Matching Algorithm in Trinocular Vision.
Proceedings of IAPR Workshop on Computer Vision, 1988

Matching 3-D objects using surface descriptions.
Proceedings of the 1988 IEEE International Conference on Robotics and Automation, 1988

Using Symmetries For Analysis Of Shape From Contour.
Proceedings of the Second International Conference on Computer Vision, 1988

1987
Segmented descriptions of 3-D surfaces.
IEEE J. Robotics Autom., 1987

Detecting Runways in Aerial Images.
Proceedings of the 6th National Conference on Artificial Intelligence. Seattle, 1987

1986
Structural Analysis of Natural Textures.
IEEE Trans. Pattern Anal. Mach. Intell., 1986

1985
Segment-based stereo matching.
Comput. Vis. Graph. Image Process., 1985

1984
Visual inspection using linear features.
Pattern Recognit., 1984

Matching Images Using Linear Features.
IEEE Trans. Pattern Anal. Mach. Intell., 1984

1983
Review of "Artificial Intelligence: An MIT Perspective, vol. 2 by P. H. Winston and R. H. Brown"; MIT Press 1982
SIGART Newsl., 1983

Detection of Buildings in Aerial Images Using Shape and Shadows.
Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

1982
Locating Structures in Aerial Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1982

1979
Describing Natural Textures.
Proceedings of the Sixth International Joint Conference on Artificial Intelligence, 1979

1977
Description and Recognition of Curved Objects.
Artif. Intell., 1977

1976
Locating Object Boundaries in Textured Environments.
IEEE Trans. Computers, 1976

1975
Object boundary determination in a textured environment.
Proceedings of the 1975 ACM Annual Conference, 1975

1973
Structured Descriptions of Complex Objects.
Proceedings of the 3rd International Joint Conference on Artificial Intelligence. Standford, 1973


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