Fatih Porikli

According to our database1, Fatih Porikli authored at least 212 papers between 1997 and 2019.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2014, "For contributions to computer vision and video surveillance".

Timeline

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Bibliography

2019
Submodular Function Optimization for Motion Clustering and Image Segmentation.
IEEE Trans. Neural Netw. Learning Syst., 2019

Saliency Integration: An Arbitrator Model.
IEEE Trans. Multimedia, 2019

Robust Object Tracking Using Manifold Regularized Convolutional Neural Networks.
IEEE Trans. Multimedia, 2019

Quadruplet Network With One-Shot Learning for Fast Visual Object Tracking.
IEEE Trans. Image Processing, 2019

Video Saliency Detection via Sparsity-Based Reconstruction and Propagation.
IEEE Trans. Image Processing, 2019

Introduction to the Special Section on Deep Learning for Visual Surveillance.
IEEE Trans. Circuits Syst. Video Techn., 2019

Real-Time Deep Tracking via Corrective Domain Adaptation.
IEEE Trans. Circuits Syst. Video Techn., 2019

Semi-Supervised Video Object Segmentation with Super-Trajectories.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Image Deblurring with a Class-Specific Prior.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Regularization of deep neural networks with spectral dropout.
Neural Networks, 2019

Beyond feature integration: a coarse-to-fine framework for cascade correlation tracking.
Mach. Vis. Appl., 2019

Learning target-aware correlation filters for visual tracking.
J. Visual Communication and Image Representation, 2019

Identity-Preserving Face Recovery from Stylized Portraits.
International Journal of Computer Vision, 2019

Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey.
IEEE Access, 2019

Recovering Faces From Portraits with Auxiliary Facial Attributes.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Local Gradients Smoothing: Defense Against Localized Adversarial Attacks.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

2018
Robust Object Tracking by Nonlinear Learning.
IEEE Trans. Neural Netw. Learning Syst., 2018

A Comprehensive Look at Coding Techniques on Riemannian Manifolds.
IEEE Trans. Neural Netw. Learning Syst., 2018

Large-Scale Metric Learning: A Voyage From Shallow to Deep.
IEEE Trans. Neural Netw. Learning Syst., 2018

Imagining the Unimaginable Faces by Deconvolutional Networks.
IEEE Trans. Image Processing, 2018

A Unified Approach for Conventional Zero-Shot, Generalized Zero-Shot, and Few-Shot Learning.
IEEE Trans. Image Processing, 2018

Guest Editorial Introduction to the Special Issue on Large Scale and Nonlinear Similarity Learning for Intelligent Video Analysis.
IEEE Trans. Circuits Syst. Video Techn., 2018

Not All Negatives Are Equal: Learning to Track With Multiple Background Clusters.
IEEE Trans. Circuits Syst. Video Techn., 2018

Pushing the Limits of Deep CNNs for Pedestrian Detection.
IEEE Trans. Circuits Syst. Video Techn., 2018

Deep Learning for Visual Understanding: Part 2 [From the Guest Editors].
IEEE Signal Process. Mag., 2018

End-to-End Feature Integration for Correlation Filter Tracking With Channel Attention.
IEEE Signal Process. Lett., 2018

Distinctive action sketch for human action recognition.
Signal Processing, 2018

LightenNet: A Convolutional Neural Network for weakly illuminated image enhancement.
Pattern Recognition Letters, 2018

Hyperparameter selection of one-class support vector machine by self-adaptive data shifting.
Pattern Recognition, 2018

Saliency-Aware Video Object Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Machine learning for big visual analysis.
Mach. Vis. Appl., 2018

Video anomaly detection and localization by local motion based joint video representation and OCELM.
Neurocomputing, 2018

Cascade residuals guided nonlinear dictionary learning.
Computer Vision and Image Understanding, 2018

A Cascaded Convolutional Neural Network for Single Image Dehazing.
IEEE Access, 2018

Instance-Aware Detailed Action Labeling in Videos.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Identity-Preserving Face Recovery from Portraits.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Depth Map Completion by Jointly Exploiting Blurry Color Images and Sparse Depth Maps.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Face Super-Resolution Guided by Facial Component Heatmaps.
Proceedings of the Computer Vision - ECCV 2018, 2018

Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond.
Proceedings of the Computer Vision - ECCV 2018, 2018

Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

One-Shot Action Localization by Learning Sequence Matching Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Video Representation Learning Using Discriminative Pooling.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

A Deeper Look at Power Normalizations.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Automatic Refinement Strategies for Manual Initialization of Object Trackers.
IEEE Trans. Image Processing, 2017

Optimal Couple Projections for Domain Adaptive Sparse Representation-Based Classification.
IEEE Trans. Image Processing, 2017

Selective Video Object Cutout.
IEEE Trans. Image Processing, 2017

Higher Order Energies for Image Segmentation.
IEEE Trans. Image Processing, 2017

Visual Tracking by Sampling in Part Space.
IEEE Trans. Image Processing, 2017

Category-Specific Object Image Denoising.
IEEE Trans. Image Processing, 2017

Forest Change Detection in Incomplete Satellite Images With Deep Neural Networks.
IEEE Trans. Geoscience and Remote Sensing, 2017

Deep Learning for Visual Understanding [From the Guest Editors].
IEEE Signal Process. Mag., 2017

No fuss metric learning, a Hilbert space scenario.
Pattern Recognition Letters, 2017

Breaking video into pieces for action recognition.
Multimedia Tools Appl., 2017

Going deeper into action recognition: A survey.
Image Vision Comput., 2017

Learning Spatial Transforms for Refining Object Segment Proposals.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Deep Salient Object Detection by Integrating Multi-level Cues.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Ordered Pooling of Optical Flow Sequences for Action Recognition.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Learning deep structured network for weakly supervised change detection.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Learning a perspective-embedded deconvolution network for crowd counting.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Robust and real-time deep tracking via multi-scale domain adaptation.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Integrated deep and shallow networks for salient object detection.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep tracking with objectness.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Super-Trajectory for Video Segmentation.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Scene Categorization with Spectral Features.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Face Destylization.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Hallucinating Very Low-Resolution Unaligned and Noisy Face Images by Transformative Discriminative Autoencoders.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Simultaneous Stereo Video Deblurring and Scene Flow Estimation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Domain Adaptation by Mixture of Alignments of Second-or Higher-Order Scatter Tensors.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning an Invariant Hilbert Space for Domain Adaptation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Joint Discriminative Bayesian Dictionary and Classifier Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Depth Estimation and Blur Removal from a Single Out-of-focus Image.
Proceedings of the British Machine Vision Conference 2017, 2017

Combined Internal and External Category-Specific Image Denoising.
Proceedings of the British Machine Vision Conference 2017, 2017

Multi-scale salient object detection with pyramid spatial pooling.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Face Hallucination with Tiny Unaligned Images by Transformative Discriminative Neural Networks.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Fast Detection of Multiple Objects in Traffic Scenes With a Common Detection Framework.
IEEE Trans. Intelligent Transportation Systems, 2016

Correspondence Driven Saliency Transfer.
IEEE Trans. Image Processing, 2016

Visual Tracking Under Motion Blur.
IEEE Trans. Image Processing, 2016

DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking.
IEEE Trans. Image Processing, 2016

Tracklet clustering for robust multiple object tracking using distance dependent Chinese restaurant processes.
Signal, Image and Video Processing, 2016

A Novel Performance Evaluation Methodology for Single-Target Trackers.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Spatial encoding of visual words for image classification.
J. Electronic Imaging, 2016

Convolutional neural net bagging for online visual tracking.
Computer Vision and Image Understanding, 2016

Image set classification by symmetric positive semi-definite matrices.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Anomaly detection in crowded scenes by SL-HOF descriptor and foreground classification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Finetuning Convolutional Neural Networks for visual aesthetics.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Detection and characterization of Intrinsic symmetry of 3D shapes.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Semantic context and depth-aware object proposal generation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Less Is More: Towards Compact CNNs.
Proceedings of the Computer Vision - ECCV 2016, 2016

Ultra-Resolving Face Images by Discriminative Generative Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016

The Visual Object Tracking VOT2016 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons.
Proceedings of the Computer Vision - ECCV 2016, 2016


Light-Weight Single Image Super-Resolution via Pattern-wise Regression Function.
Proceedings of the Digital Photography and Mobile Imaging XII, 2016

Robust Visual Tracking with Deep Convolutional Neural Network Based Object Proposals on PETS.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Beyond Local Search: Tracking Objects Everywhere with Instance-Specific Proposals.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

When VLAD Met Hilbert.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Model-Free Multiple Object Tracking with Shared Proposals.
Proceedings of the Computer Vision - ACCV 2016, 2016

Sparse Coding on Cascaded Residuals.
Proceedings of the Computer Vision - ACCV 2016, 2016

Learning to Generate Object Segment Proposals with Multi-modal Cues.
Proceedings of the Computer Vision - ACCV 2016, 2016

Object-Aware Dictionary Learning with Deep Features.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Robust Video Object Cosegmentation.
IEEE Trans. Image Processing, 2015

Discriminative feature learning from big data for visual recognition.
Pattern Recognition, 2015

Biomechanical model-based 4DCT simulation.
CMBBE: Imaging & Visualization, 2015

Lie-Struck: Affine Tracking on Lie Groups Using Structured SVM.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Material Classification on Symmetric Positive Definite Manifolds.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Linearization to Nonlinear Learning for Visual Tracking.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Class-Specific Image Deblurring.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Approximate infinite-dimensional Region Covariance Descriptors for image classification.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Saliency-aware geodesic video object segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

More about VLAD: A leap from Euclidean to Riemannian manifolds.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Enforcing Point-wise Priors on Binary Segmentation.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
A Novel Video Dataset for Change Detection Benchmarking.
IEEE Trans. Image Processing, 2014

Classification and Boosting with Multiple Collaborative Representations.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Special issue on car navigation and vehicle systems.
Mach. Vis. Appl., 2014

Detecting 3D geometric boundaries of indoor scenes under varying lighting.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Recycled linear classifiers for multiclass classification.
Proceedings of the IEEE International Conference on Acoustics, 2014

Sparse Dictionaries for Semantic Segmentation.
Proceedings of the Computer Vision - ECCV 2014, 2014

CDnet 2014: An Expanded Change Detection Benchmark Dataset.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Super-resolving Noisy Images.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Robust Orthonormal Subspace Learning: Efficient Recovery of Corrupted Low-Rank Matrices.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Bregman Divergences for Infinite Dimensional Covariance Matrices.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

DeepTrack: Learning Discriminative Feature Representations by Convolutional Neural Networks for Visual Tracking.
Proceedings of the British Machine Vision Conference, 2014

Counting people by clustering person detector outputs.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Robust Online Visual Tracking with a Single Convolutional Neural Network.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Video Surveillance: Past, Present, and Now the Future [DSP Forum].
IEEE Signal Process. Mag., 2013

A comparison of methods for non-rigid 3D shape retrieval.
Pattern Recognition, 2013

Support Vector Shape: A Classifier-Based Shape Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Tracking Lung Tumors in Orthogonal X-Rays.
Comp. Math. Methods in Medicine, 2013

Detecting and Tracking Unknown Number of Objects with Dirichlet Process Mixture Models and Markov Random Fields.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013


Harmonic Variance: A Novel Measure for In-focus Segmentation.
Proceedings of the British Machine Vision Conference, 2013

2012
Object Detection and Tracking.
Proceedings of the Video Analytics for Business Intelligence, 2012

Scalable Active Learning for Multiclass Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Coverage optimized active learning for k - NN classifiers.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Compressive Clustering of High-Dimensional Data.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Multiple dictionary learning for blocking artifacts reduction.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Additive noise removal by sparse reconstruction on image affinity nets.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A clustering approach to optimize online dictionary learning.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Changedetection.net: A new change detection benchmark dataset.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Connecting the dots in multi-class classification: From nearest subspace to collaborative representation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Multimedia Quality Assessment [DSP Forum].
IEEE Signal Process. Mag., 2011

In-vehicle camera traffic sign detection and recognition.
Mach. Vis. Appl., 2011

Special issue on dynamic textures in video.
Mach. Vis. Appl., 2011

Concentric ring signature descriptor for 3D objects.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

CrossTrack: Robust 3D tracking from two cross-sectional views.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Data driven frequency mapping for computationally scalable object detection.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

SHREC '11 Track: Shape Retrieval on Non-rigid 3D Watertight Meshes.
Proceedings of the Eurographics Workshop on 3D Object Retrieval 2011, 2011

2010
Compressed Domain Video Object Segmentation.
IEEE Trans. Circuits Syst. Video Techn., 2010

Learning on Manifolds.
Proceedings of the Structural, 2010

Multi-class batch-mode active learning for image classification.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Human State Classification and Predication for Critical Care Monitoring by Real-Time Bio-signal Analysis.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Scene-Adaptive Human Detection with Incremental Active Learning.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

RelCom: Relational combinatorics features for rapid object detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Breaking the interactive bottleneck in multi-class classification with active selection and binary feedback.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

CycleStack: Inferring periodic behavior via temporal sequence visualization in ultrasound video.
Proceedings of the IEEE Pacific Visualization Symposium PacificVis 2010, 2010

2009
A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors.
IEEE Trans. Intelligent Transportation Systems, 2009

A New Approach for In-Vehicle Camera Traffic Sign Detection and Recognition.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

Object detection via boosted deformable features.
Proceedings of the International Conference on Image Processing, 2009

Kernel methods for weakly supervised mean shift clustering.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

A new method for tracking performance evaluation based on a reflective model and perturbation analysis.
Proceedings of the IEEE International Conference on Acoustics, 2009

Geometric Sequence (GS) imaging with Bayesian smoothing for optical and capacitive imaging sensors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Multi-class active learning for image classification.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Regressed Importance Sampling on Manifolds for Efficient Object Tracking.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
Pedestrian Detection via Classification on Riemannian Manifolds.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Video Tracking in Complex Scenes for Surveillance Applications.
EURASIP J. Image and Video Processing, 2008

Robust Abandoned Object Detection Using Dual Foregrounds.
EURASIP J. Adv. Sig. Proc., 2008

Likelihood Map Fusion for Visual Object Tracking.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Reshuffling: a fast algorithm for filtering with arbitrary kernels.
Proceedings of the Real-Time Image Processing 2008, San Jose, CA, USA, January 28-29, 2008, 2008

Joint tracking and video registration by factorial Hidden Markov models.
Proceedings of the IEEE International Conference on Acoustics, 2008

Learning on lie groups for invariant detection and tracking.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Constant time O(1) bilateral filtering.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Boosting adaptive linear weak classifiers for online learning and tracking.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Kernel integral images: A framework for fast non-uniform filtering.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Integrated Detection, Tracking and Recognition for IR Video-based Vehicle Classification.
JCP, 2007

Collaborative tracking of objects in EPTZ cameras.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Fast distance transform computation using dual scan line propagation.
Proceedings of the Real-Time Image Processing 2007, San Jose, CA, USA, January 29-30, 2007, 2007

Probabilistic Visual Tracking via Robust Template Matching and Incremental Subspace Update.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Human Detection via Classification on Riemannian Manifolds.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Detection of temporarily static regions by processing video at different frame rates.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Achieving real-time object detection and tracking under extreme conditions.
J. Real-Time Image Processing, 2006

Shape-Regulated Particle Filtering for Tracking Non-Rigid Objects.
Proceedings of the International Conference on Image Processing, 2006

Fast Construction of Covariance Matrices for Arbitrary Size Image Windows.
Proceedings of the International Conference on Image Processing, 2006

Region Covariance: A Fast Descriptor for Detection and Classification.
Proceedings of the Computer Vision, 2006

Covariance Tracking using Model Update Based on Lie Algebra.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Robust License Plate Detection Using Covariance Descriptor in a Neural Network Framework.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005
Multiplicative Background-Foreground Estimation Under Uncontrolled Illumination using Intrinsic Images.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Heli-Tele: Road Extraction from Helicopter Video.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

Multi-Kernel Object Tracking.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Shadow Flow: A Recursive Method to Learn Moving Cast Shadows.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Object tracking in low-frame-rate video.
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

A Bayesian Approach to Background Modeling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Integral Histogram: A Fast Way To Extract Histograms in Cartesian Spaces.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Performance evaluation of event detection solutions: the CREDS experience.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

2004
Automatic Video Object Segmentation Using Volume Growing and Hierarchical Clustering.
EURASIP J. Adv. Sig. Proc., 2004

Clustering Variable Length Sequences by Eigenvector Decomposition Using HMM.
Proceedings of the Structural, 2004

Automatic image segmentation by wave propagation.
Proceedings of the Image Processing: Algorithms and Systems III, 2004

Learning object trajectory patterns by spectral clustering.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Nonlinear warping function recovery by scan-line search using dynamic programming.
Proceedings of the 2004 International Conference on Image Processing, 2004

A hidden markov model framework for traffic event detection using video features.
Proceedings of the 2004 International Conference on Image Processing, 2004

Event Detection by Eigenvector Decomposition Using Object and Frame Features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Multi-camera calibration, object tracking and query generation.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Inter-camera color calibration by correlation model function.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Constrained video object segmentation by color masks and MPEG-7 descriptors.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Automatic threshold determination of centroid-linkage region growing by MPEG-7 dominant color descriptors.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
An unsupervised multi-resolution object extraction algorithm using video-cube.
Proceedings of the 2001 International Conference on Image Processing, 2001

Accurate detection of edge orientation for color and multi-spectral imagery.
Proceedings of the 2001 International Conference on Image Processing, 2001

Dynamic bandwidth allocation with optimal number of renegotiations in ATM networks.
Proceedings of the 10th International Conference on Computer Communications and Networks, 2001

Object Segmentation of Color Video Sequences.
Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001

1997
Stripe mesh based disparity estimation by using 3-D Hough transform.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Adaptive stripe based patch matching for depth estimation.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997


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