Research
MacHine Learning
Image Processing
Robust Computer Vision
Informational Sciences, Information Science
Computer Engineering
Electrical Engineering
Person Re Identification
Metric Learning Methods
Video Sequences
Finding Causal Interactions
Computer Vision Approach
Multiple Targets
Rare Cell
Structured Robust Principal Component Analysis
Fast Algorithm, Fast Algorithms
Activity Recognition
Visual Computing
World Wide Scale
Computer Science, Computational Sciences
Set Membership Identification
Low Order Dynamics
D Reconstruction
Efficient City
Dimensional Perspective Projections
Dimensional Structure
Information Sparsely
Affine Systems
Dynamic Context
Visual Tracking
Periodic Systems
Robust Identification
Track Matching
Adjusted Identification
Validation Approach
Dynamic Appearance Modeling
Open Loop
Multiple Motion Trajectories
Human Motion
Change Detection
Robust Structure
Robust Active Vision Problems
Robust Tracking
Severe Occlusion
Real Time Implementation
Performance Characterization
Modeling Correspondences
Validation Techniques
Human Tracking
Linear Systems
Object Recognition Using Appearance
Robust Active Vision Systems
Pattern Classification
Significant Features
Supersonic Aircraft
Civil Transport
Robust Controller Design
High Speed
Detection System
Control Issues
Recent Progress
Illumination Control
Active Sensor
Open Problems
Functional Parts Detection
Line Feature
Engineering Drawings
Feature Detection
Robust Physics
Robust Feature Selection
Class Determination
D Objects
Cad Models
Predictive Modeling, Prediction Models
List of Publications (108)
In 2014
108
Gesture Modeling by Hanklet-based Hidden Markov Model. Liliana Lo Presti, Marco La Cascia, Stan Sclaroff, Octavia Camps
Found on Publication Page
107
Person Re-Identification Using Kernel-Based Metric Learning Methods. Mengran Gou, Fei Xiong, Octavia Camps, Mario Sznaier
Found on Publication Page
In 2013
106
A. Vasile, O. Camps, "Hierarchical Image Geo-Location on a World-Wide Scale," Advances in Visual Computing, 2013, in Lecture Notes in Computer Science (8034), Springer-Verlag, 2013, p 266-277
Found on Publication Text
105
Hankel based maximum margin classifiers: A connection between machine learning and Wiener systems identification. F. Xiong, Y. Cheng, O. Camps, M. Sznaier, C. Lagoa
Found on Publication Page
104
A Computer Vision Approach to Rare Cell In Vivo Fluorescence Flow Cytometry. Stacey Markovic, Binlong Li, Vivian Pera, Mario Sznaier, Octavia Camps, Mark Niedre
Found on Publication Page
103
The Way They Move: Tracking Multiple Targets with Similar Appearance. Caglayan Dicle, Octavia I. Camps, Mario Sznaier
Found on Publication Page
102
Finding Causal Interactions in Video Sequences. Mustafa Ayazoglu, Burak Yilmaz, Mario Sznaier, Octavia Camps
Found on Publication Page
In 2012
100
Fast algorithms for structured robust principal component analysis. M. Ayazoglu, M. Sznaier, O.I. Camps
Found on Publication Page
97
A Sparsification Approach to Set Membership Identification of Switched Affine Systems. Necmiye Ozay, Mario Sznaier, C.M. Lagoa, O.I. Camps
Found on Publication Page
In 2011
96
Activity recognition using dynamic subspace angles. Binlong Li, M. Ayazoglu, T. Mao, O.I. Camps, M. Sznaier
Found on Publication Page
94
Efficient City-Sized 3D Reconstruction from Ultra-High Resolution Aerial and Ground Video Imagery.. Alexandru Vasile, Luke J. Skelly, Karl Ni, Richard M. Heinrichs, Octavia Camps
Found on Publication Page
93
Low order dynamics embedding for high dimensional time series.. Fei Xiong, Octavia I. Camps, Mario Sznaier
Found on Publication Page
92
Dynamic subspace-based coordinated multicamera tracking.. Mustafa Ayazoglu, Binlong Li, Caglayan Dicle, Mario Sznaier, Octavia I. Camps
Found on Publication Page
In 2010
91
Dynamics-based extraction of information sparsely encoded in high dimensional data streams. M. Sznaier, O. Camps
Found on Publication Page
90
Using Dynamics to Recover Euclidian 3-Dimensional Structure from 2-Dimensional Perspective Projections. Mario Sznaier, Mustafa Ayazoglu, Octavia Camps
Found on Publication Page
89
GPCA with denoising: A moments-based convex approach.. Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa, Octavia I. Camps
Found on Publication Page
88
A Moments-Based Approach To Estimation and Data Interpolation for a Class of Wiener Systems. Mustafa Ayazoglu, Mario Sznaier, Constantino M. Lagoa, Octavia I. Camps
Found on Publication Page
In 2009
87
Risk Adjusted Set Membership Identification of Wiener Systems. Mario Sznaier, Wenjing Ma, O.I. Camps, Hwasup Lim
Found on Publication Page
85
Receding horizon rank minimization based estimation with applications to visual tracking. Tao Ding, M. Sznaier, O. Camps
Found on Publication Page
In 2008
84
Extraction and temporal segmentation of multiple motion trajectories in human motion.. Junghye Min, Rangachar Kasturi, Octavia I. Camps
Found on Publication Page
81
A rank minimization approach to fast dynamic event detection and track matching in video sequences. Tao Ding, M. Sznaier, O. Camps
Found on Publication Page
80
A sparsification approach to set membership identification of a class of affine hybrid systems.. Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa, Octavia I. Camps
Found on Publication Page
In 2007
78
Robust Identification of 2-D Periodic Systems with Applications to Texture Synthesis and Classification. Tao Ding, Mario Sznaier, Octavia Camps
Found on Publication Page
77
Risk Adjusted Identification of Wiener Systems. Wenjing Ma, Hwasup Lim, Mario Sznaier, Octavia Camps
Found on Publication Page
In 2006
76
Dynamic Appearance Modeling for Human Tracking. Hwasup Lim, O.I. Camps, M. Sznaier, V.I. Morariu
Found on Publication Page
75
Modeling Correspondences for Multi-Camera Tracking Using Nonlinear Manifold Learning and Target Dynamics. V.I. Morariu, O.I. Camps
Found on Publication Page
74
Performance characterization of the dynamic programming obstacle detection algorithm.. Tarak Gandhi, Mau-Tsuen Yang, Rangachar Kasturi, Octavia I Camps, Lee D Coraor, Jeffrey McCandless
Found on Publication Page
73
SemiBlind Model (In) Validation with Applications to Texture Classification. M. Sznaier, M.C. Mazzaro, O. Camps
Found on Publication Page
72
Robust Identification of Periodic Systems with Applications to Texture Inpainting.. M. Sznaier, O. Camps
Found on Publication Page
71
Activity Recognition from Silhouettes using Linear Systems and Model (In)validation Techniques.. Roberto Lublinerman, Necmiye Ozay, Dimitrios Zarpalas, Octavia I. Camps
Found on Publication Page
70
Dynamics Based Robust Motion Segmentation.. Roberto Lublinerman, Mario Sznaier, Octavia I. Camps
Found on Publication Page
In 2005
69
A model (in)validation approach to gait classification.. Mara Cecilla Mazzaro, Mario Sznaier, Octavia Camps
Found on Publication Page
67
A Caratheodory-Fejer approach to dynamic appearance modeling. Hwasup Lim, O.I. Camps, M. Sznaier
Found on Publication Page
66
Finite horizon model reduction of a class of neutrally stable systems with applications to texture synthesis and recognition. M. Sznaier, O. Camps, C. Mazzaro
Found on Publication Page
In 2004
65
Segmentation for Robust Tracking in the Presence of Severe Occlusion. Camillo Gentile, Octavia Camps, Mario Sznaier
Found on Publication Page
64
Operator theoretic methods for robust active vision problems. Octavia Camps, Cecilia Mazzaro, Brian Murphy, Mario Sznaier
Found on Publication Page
In 2003
63
A Caratheodory-Fejer approach to robust multiframe tracking. O. Camps, Hwasup Lim, C. Mazzaro, M. Sznaier
Found on Publication Page
62
Open-loop worst-case identification of nonSchur plants. Mario Sznaier, Cecilia Mazzaro, Octavia Camps
Found on Publication Page
61
Detection of obstacles in the flight path of an aircraft. T. Gandhi, Mau-Tsuen Yang, R. Kasturi, O. Camps, L. Coraor, J. McCandless
Found on Publication Page
In 2002
60
Obstacle detection algorithms for rotorcraft navigation. Nitin Pande, Ying Huang, Anand Narasimhamurthy, Octavia I. Camps, Rangachar Kasturi
Found on Publication Page
59
Real-Time Implementation of Obstacle Detection Algorithms on a Datacube MaxPCI Architecture.. Mau-Tsuen Yang, Tarak Gandhi, Rangachar Kasturi, Lee D. Coraor, Octavia I. Camps, Jeffrey McCandless
Found on Publication Page
58
A model (In)validation approach to gait recognition. C. Mazzaro, M. Sznaier, O. Camps, S. Soatto, A. Bissacco
Found on Publication Page
In 2000
57
Detection of obstacles on runways using ego-motion compensation and tracking of significant features.. Tarak Gandhi, Sadashiva Devadiga, Rangachar Kasturi, Octavia I. Camps
Found on Publication Page
56
Real-time obstacle detection system for high speed civil transport supersonic aircraft. Mau-Tsuen Yang, T. Gandhi, R. Kasturi, L. Coraor, O. Camps, J. McCandless
Found on Publication Page
53
Detection of Obstacles in the Flight Path of an Aircraft.. Tarak Gandhi, Mau-Tsuen Yang, Rangachar Kasturi, Octavia I. Camps, Lee D. Coraor, Jeffrey McCandless
Found on Publication Page
In 1999
In 1998
51
Hierarchical organization of appearance-based parts and relations for object recognition. O.I. Camps, Chien-Yuan Huang, T. Kanungo
Found on Publication Page
50
3D object depth recovery from highlights using active sensor and illumination control. Xilin Yi, O.I. Camps
Found on Publication Page
49
Recent Progress in CAD-Based Computer Vision: An Introduction to the Special Issue. Octavia I. Camps, Patrick J. Flynn, George C. Stockman
Found on Publication Page
In 1997
47
Object recognition using appearance-based parts and relations. Chien-Yuan Huang, O.I. Camps, Tapas Kanungo
Found on Publication Page
46
Detection of obstacles on runway using ego-motion compensation and tracking of significant features. T.L. Gandhi, S. Devadiga, R. Kasturi, O.I. Camps
Found on Publication Page
In 1996
43
Wavelets and electromagnetic power system transients. D.C. Robertson, O.I. Camps, J.S. Mayer, W.B. Gish
Found on Publication Page
In 1995
39
Functional Parts Detection in Engineering Drawings: Looking for the Screws.. Mara A. Capellades, Octavia I. Camps
Found on Publication Page
In 1994
38
Robust feature selection for object recognition using uncertain 2D image data. T.L. Gandhi, O.I. Camps
Found on Publication Page
37
Wavelets and power system transients: feature detection and classification. David C. Robertson, Octavia I. Camps, Jeff Mayer
Found on Publication Page
In 1993
34
A Probabilistic Matching Algorithm for Computer Vision.. Octavia I. Camps, Linda G. Shapiro, Robert M. Haralick
Found on Publication Page
In 1992
32
Probabilistic view clustering in object recognition. Octavia I. Camps, Douglas W. Christoffel, Anjali Pathak
Found on Publication Page
31
Object Recognition Using Prediction And Probabilistic Match. O.I. Camps, L.G. Shapiro, R.M. Haralick
Found on Publication Page
In 1991
In 1989
Unspecified
28
Robust Anomaly Detection Using Semidefinite Programming. Jose A. Lopez, Octavia Camps, Mario Sznaier
Found on Publication Page
27
Euclidean Structure Recovery from Motion in Perspective Image Sequences via Hankel Rank Minimization. Mustafa Ayazoglu, Mario Sznaier, Octavia Camps
Found on Publication Page
26
The Role of Dynamics in Extracting Information Sparsely Encoded in High Dimensional Data Streams. Mario Sznaier, Octavia Camps, Necmiye Ozay, Tao Ding, Gilead Tadmor, Dana Brooks
Found on Publication Page
25
Robust Cooperative Visual Tracking: A Combined NonLinear Dimensionality Reduction/Robust Identification Approach. Vlad I. Morariu, Octavia I. Camps, Mario Sznaier, Hwasup Lim
Found on Publication Page
24
Robust Identification and Model (In)Validation of Active-vision Systems. Tamer Inanc, Mario Sznaier, Octavia Camps
Found on Publication Page
22
Algorithms for Obstacle Detection for Collision Avoidance Using Infrared Images. Himanshu Vajaria, Rangachar Kasturi, Octavia Camps
Found on Publication Page
21
A Model (In)Validation Approach to Gait Recognition. Cecilia Mazzaro, Mario Sznaier, Octavia Camps, Stefano Soatto, Alessandro Bissacco
Found on Publication Page
20
An LPV Approach to Synthesizing Robust Active Vision Systems. Mario Sznaier, Brian Murphy, Octavia Camps
Found on Publication Page
18
Performance Characterization of Obstacle Detection Algorithms for Aircraft Navigation. Rangachar Kasturi, Octavia Camps, Lee Coraor, Tarak Gandhi, Kerry Hartman, Mau-Tsuen Yang
Found on Publication Page
17
OBSTACLE DETECTION ALGORITHMS FOR AIRCRAFT NAVIGATION: PERFORMANCE CHARACTERIZATION OF OBSTACLE DETECTION ALGORITHMS FOR AIRCRAFT NAVIGATION. R Kasturi, O Camps, L Coraor
Found on Publication Page
16
Object Representation Using Appearance-Based Parts and Relations. Chien-Yuan Huang, Octavia I. Camps, Tapas Kanungo
Found on Publication Page
15
Hierarchical Organization of Appearance-based Parts and Relations for Object Recognition. Octavia I. Camps, Chien-yuan Huang, Tapas Kanungo
Found on Publication Page
14
Target Detection Procedures and Elementary Operations for their Parallel Implementation. Rangachar Kasturi, Octavia Camps
Found on Publication Page
12
Object Recognition Using Appearance-Based Parts and Relations. Chien-yuan Huang, Octavia I. Camps, Tapas Kanungo
Found on Publication Page
11
Grayscale Structuring Element Decomposition. Octavia I. Camps, Tapas Kanungo, Student Member, Robert M. Haralick
Found on Publication Page
10
Detection of obstacles on runway using Ego-Motion compensation and tracking of significant features. Rangachar Kasturi, Octavia Camps, Tarak Gandhi, Sadashiva Devadiga
Found on Publication Page
9
Algorithms for detection of objects in image sequences captured from an airborne imaging system. Rangachar Kasturi, Octavia Camps, Yuan-Liang Tang, Sadashiva Devadiga, Tarak Gandhi
Found on Publication Page
5
Finite Horizon Model Reduction of Periodic 2-D Systems with Applications to Texture Synthesis and Classification. Tao Ding, Mario Sznaier, Octavia Camps
Found on Publication Page
4
SYNTHESIZING ROBUST ACTIVE VISION SYSTEMS: A COMBINED ROBUST IDENTIFICATION/SYNTHESIS APPROACH. Tamer Inanc, Mario Sznaier, Octavia I Camps
Found on Publication Page
3
The Role of Control in Computer Vision and Im-age Processing. Octavia Camps, Mario Sznaier, Hideaki Ishii
Found on Publication Page
