high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Image and Signal Processing » Image processing

Stereoscopic Scene Flow Computation for 3D Motion Understanding

Andreas Wedel, Thomas Brox, Tobi Vaudrey, Clemens Rabe, Uwe Franke, Daniel Cremers

Tags: Computer vision, FPGA, Image processing, Image reconstruction, Optical flow

December 9, 2010 by hgpu

FPGA-GPU architecture for kernel SVM pedestrian detection

Sebastian Bauer, Sebastian Kohler, Konrad Doll, Ulrich Brunsmann

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Tags: Computer vision, FPGA, Image processing, nVidia, nVidia GeForce GTX 295

December 9, 2010 by hgpu

Pathological image segmentation for neuroblastoma using the GPU

A. Ruiz, Jun Kong, M. Ujaldon, K. Boyer, J. Saltz, M. Gurcan

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Tags: CUDA, Image processing, Medicine, nVidia, nVidia GeForce 8800 GTX

December 8, 2010 by hgpu

GPU based extraction of moving objects without shadows under intensity changes

Shinji Fukui, Yuji Iwahori, Robert J. Woodham

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Tags: Algorithms, DirectX, HLSL, Image processing, nVidia, nVidia GeForce 8800 GTX

December 8, 2010 by hgpu

Fast Deformable Registration on the GPU: A CUDA Implementation of Demons

P. Muyan-Ozcelik, J. D. Owens, Junyi Xia, S. S. Samant

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Tags: Computed tomography, CT, CUDA, Image processing, Image registration, nVidia, nVidia Quadro FX 5600

December 8, 2010 by hgpu

A survey of medical image registration on graphics hardware

O. Fluck, C. Vetter, W. Wein, A. Kamen, B. Preim, R. Westermann

Tags: Image processing, Image registration, Medicine, Review

December 8, 2010 by hgpu

Performance evaluation of image processing algorithms on the GPU

Daniel Castano-Diez, Dominik Moser, Andreas Schoenegger, Sabine Pruggnaller, Achilleas S S. Frangakis

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Tags: Biology, CUDA, Image processing, Medicine, nVidia, nVidia Quadro FX 5600, Pattern recognition, Tomography

December 7, 2010 by hgpu

Passive-Active Geometric Calibration for View-Dependent Projections onto Arbitrary Surfaces

Stefanie Zollmann, Tobias Langlotz, Oliver Bimber

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Tags: Algorithms, Image processing, Optical flow

December 6, 2010 by hgpu

Adaptive load balancing for raycasting of non-uniformly bricked volumes

C. Muller, M. Strengert, T. Ertl

Tags: Algorithms, Image generation, Image processing, nVidia, Visualization

December 6, 2010 by hgpu

Virtual open heart surgery: obtaining models suitable for surgical simulation.

Thomas S. Sorensen, Jean Stawiaski, Jesper Mosegaard

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Tags: Image processing, Medicine, Surgical simulation

December 6, 2010 by hgpu

Implementation and performance evaluation of reconstruction algorithms on graphics processors

D. Castanodiez, H. Mueller, A. Frangakis

Tags: Biology, Electron microscopy, Image processing

December 6, 2010 by hgpu

A Duality Based Approach for Realtime TV-L1 Optical Flow

C. Zach, T. Pock, H. Bischof

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Tags: Cg, Image processing, nVidia, nVidia GeForce 7800 GTS, nVidia GeForce 7900 GTX, OpenGL, Optical flow

December 6, 2010 by hgpu

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

Profile Util library: A quick and easy way to get MPI, OpenMP and GPU runtime information

MaC: Mamba CPU performance predictor

MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction

Mixed-precision finite element kernels

Mixed-precision finite element kernels and assembly: Rounding error analysis and hardware acceleration

SHMT: The Simultaneous and Heterogenous Multithreading project

General-Purpose Computing on Tensor Processors

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

Online Energy Optimization in GPUs: A Multi-Armed Bandit Approach

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high performance computing on graphics processing units: hgpu.org

Applications

Stereoscopic Scene Flow Computation for 3D Motion Understanding

FPGA-GPU architecture for kernel SVM pedestrian detection

Pathological image segmentation for neuroblastoma using the GPU

GPU based extraction of moving objects without shadows under intensity changes

Fast Deformable Registration on the GPU: A CUDA Implementation of Demons

A survey of medical image registration on graphics hardware

Performance evaluation of image processing algorithms on the GPU

Passive-Active Geometric Calibration for View-Dependent Projections onto Arbitrary Surfaces

Adaptive load balancing for raycasting of non-uniformly bricked volumes

Virtual open heart surgery: obtaining models suitable for surgical simulation.

Implementation and performance evaluation of reconstruction algorithms on graphics processors

A Duality Based Approach for Realtime TV-L1 Optical Flow

Recent source codes

Kokkidio: Kokkos+Eigen - write fast, readable multi-platform code

LLaMA-Inference-Bench

MATAR

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

MaC: Mamba CPU performance predictor

Mixed-precision finite element kernels

SHMT: The Simultaneous and Heterogenous Multithreading project

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

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