Can map camera view to new viewpoint using texture mapping ... Lens. One pixel on CCD or film. Camera Aperture. Can vary effective lens size by changing ...
A Trainable Graph Combination Scheme for Belief Propagation Kai Ju Liu New York University Images Pairwise Markov Random Field Pairwise Markov Random Field Pairwise ...
Title: No Slide Title Author: Beth Price Last modified by: bp Created Date: 12/2/2002 6:21:17 AM Document presentation format: On-screen Show Other titles
Light field = radiance function on rays Conservation of radiance Measurement equation Throughput and counting rays Conservation of throughput Area sources and irradiance
FACTORIE: Efficient Probabilistic Programming for Relational Factor Graphs via Imperative Declarations of Structure, Inference and Learning Andrew McCallum
Light field = radiance function on rays Conservation of radiance Measurement equation Throughput and counting rays Conservation of throughput Area sources and irradiance
Information Extraction, Data Mining & Joint Inference Andrew McCallum Computer Science Department University of Massachusetts Amherst Joint work with Charles Sutton ...
Grand Unification (LEP) Can generate Higgs potential. L problem (ignore at low energy) ... 1982 Nobel prize. Dave Wilson. mean to dogs. Q: How does EFT depend on UVT? ...
MAP Estimation Algorithms in Computer Vision - Part I M. Pawan Kumar, University of Oxford Pushmeet Kohli, Microsoft Research Aim of the Tutorial Description of some ...
Title: Appearance Models for Graphics Author: Ravi Ramamoorthi Last modified by: Ravi Ramamoorthi Created Date: 8/31/2002 3:52:06 PM Document presentation format
Toward Unified Graphical Models of Information Extraction and Data Mining Andrew McCallum Computer Science Department University of Massachusetts Amherst
Unified Models of Information Extraction and Data Mining with Application to Social Network Analysis Andrew McCallum Information Extraction and Synthesis Laboratory
Computer Animation Algorithms and Techniques Interpolating Values Bezier construction using quaternion operators Need quaternion-friendly operations to interpolate ...
CRFs and Joint Inference in NLP Andrew McCallum Computer Science Department University of Massachusetts Amherst Joint work with Charles Sutton, Aron Culotta, Xuerui Wang,
An important factor in the development of search methods is the ... Understanding threshhold phenomena lets us tune the hardness of problem instances: ...
Information Geometry and ... Divergence over -representation Adequate representation of P Integration of Stochastic Evidences Information Geometry Approach ...
Surface Light Fields. for 3D Photography. Daniel Wood Daniel Azuma ... (Thanks for the use of the Stanford Spherical Gantry) Michael Cohen and Richard Szeliski ...
Each node specifies a distribution over its values given its ... 'Marginal Maximum A Posteriori (MAP)' max-sum-product. SP2-23. Causal vs diagnostic reasoning ...
In a synthetic aperture camera both the aperture and focal ... off-the-shelf flat bed scanner, and an array of plastic lenses. We have modified the ...
Adaptive Quad Patches: an Adaptive Regular Structure for Web Distribution and Adaptive Rendering of 3D Models Enrico Gobbetti1, Fabio Marton1, Marcos Balsa ...
6. Multiple Regression Analysis: Further Issues 6.1 Effects of Data Scaling on OLS Statistics 6.2 More on Functional Form 6.3 More on Goodness-of-Fit and Selection of ...
TAN, Chow-Liu. HW2 implementation steps. Note. Plagiarism alert. Some s taken from others ... Chow-Liu. Score Based. Chow-Liu modification for TAN (HW2) ...
Iterations 0 and 1 Inference: Image data Motion estimation results Figure/ground still unresolved here. (maxima of scene probability distributions displayed) ...
steepest descent search a la least squares. Lucy Richardson (LR) ... Ayers & Dainty, 'Iterative blind deconvolution and its applications' , Opt. Lett. ...
Tangential (G1) : G0 and tangents are proportional, point in same direction, but ... components of parametric tangent vectors pu(ui,wi) and pw(ui,wi) ...
Dirichlet Prior Sieves in Finite Normal Mixtures By: Hemant Ishwaran and Mahmoud Zarepour John Paisley Dirichlet Distribution How do you draw from a Dirichlet ...
Problem: Too many possible rules! Especially with lexicalization and flattening (which help) ... Bayesian networks (inference, abduction, explaining away) ...
High resolution display. Parallax. barrier. Right eye. Left eye. Slit. Implementation ... For optimal image quality, non-central replicas of input light field must not ...
'Notorious' problem of automatic model building algorithms for ... The R package dr can be used to estimate d using methods such as sliced inverse regression ...