Computer Vision Research
Virtual
Vision: Visually and behaviorally realistic simulators for designing
and evaluating machine vision systems, particularly visual sensor
networks.
Reference | PDF
DCOSS 2007
paper.
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ECCV
2002 paper on "TensorFaces".
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ICPR 2002
paper. CVPR 2003 paper. CVPR
2005 paper.
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Paper on "Graphics with a Vision" in a
Computer Graphics special issue on "Applications of Computer
Vision to Computer Graphics".
Reference | PDF | .ps.gz
Foveated Active Vision
Demo
Videre article introducing a new paradigm for vision research involving
the development of active perception systems for realistic artificial
animals inhabiting physics-based virtual worlds.
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Animat vision demos
ICCV "animat vision" paper. Reference | .ps.gz
Color-based
tracking of heads and other 3D objects at video frame rates.
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T-PAMI paper on "Analysis and Synthesis of Facial Image
Sequences Using Physical and Anatomical Models".
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Facial Motion Analysis Demo
T-PAMI paper on "Shape and Nonrigid Motion Estimation through
Physics-Based Synthesis"".
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T-PAMI paper on "Dynamic 3D Models with Local and Global
Deformations: Deformable Superquadrics".
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Papers on
"Adaptive Meshes".
CVPR 91 paper on "Sampling and
Reconstruction with Adaptive Meshes"
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CVPR 92 paper on "Adaptive Meshes and Shells"
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Award-winning, classic paper on "Snakes: Active Contour Models" in the
first Marr Prize Special Issue of IJCV. By far the most highly
cited paper in the history of this leading CV journal and one of the
most highly cited papers in computer science.
Reference | PDF | Original Snakes Demo: User
Interaction, Feature Detection, Segmentation, Nonrigid Tracking
Award-winning
AI Journal paper on recovering 3D shape and nonrigid motion
using physics-based deformable models (deformable generalized
cylinders). Both this and the above "snakes" paper also introduced to
CV the notion of model-based tracking in video.
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3D Object
Segmentation/Reconstruction Demo | 3D Nonrigid
Segmentation/Reconstruction/Tracking Demo
IJCV paper on "Signal Matching Through Scale Space". A
pioneering nonrigid image (signal) registration technique using
scale-space continuation to solve the variational problem.
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CVIU special issue on
Nonrigid Image Registration
T-PAMI paper on "The Computation of Visible Surface
Representations". A comprehensive computational framework for Marr's
2.5-D sketch. If you are looking for a fast, piecewise continuous
scattered data surface approximation method, this is still my
favorite.
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T-PAMI paper on "Regularization of Visual Inverse Problems
Involving Discontinuities". Controlled-continuity variational splines,
reproducing kernel Hilbert spaces, nonlinear nonhomogeneous filtering,
Bayesian estimation, scattered data approximation, etc., etc.,
etc.
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T-PAMI paper on "Image Analysis Using Multigrid Relaxation
Methods". Introduced multigrid methods to computer vision.
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Demetri Terzopoulos