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CUDA library for continuous optimization and light field analysis
Library for continuous convex optimization in image analysis, together with a command line tool and Matlab interface.
Implements several recent algorithms for inverse problems and image segmentation with total variation regularizers and vectorial multilabel transition costs.
Also included is a suite for variational light field analysis, which ties into the HCI light field benchmark set and givens reference implementations for a number of our recently published algorithms.
*** NOTE: ...
...MTL was used to build a 3d Scanner.
MTL consists of pars
B - Basic Functions, Matrices, Images, Hypermodels (3d Models and up)
N - Numeric Functions ranging from linear regression over nonlinear optimization to singular-value computation
I - Image filters and Image enhancement
H - Hardware related (optional part), does require additional libraries and is only useful on certain hosts.
G - Hyper-Model functions such as ray-plane intersections etc.
GENIAL is a C++ library for signal and image processing. It uses template-generic techniques, multi threading, cache optimization and SIMD instructions for Pentium (MMX, SSE, SSE2, SSE3) to achieve high performance: FFT,DCT,Convolution,Linear Algebra...