high performance computing on graphics processing units: hgpu.org

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

Parallel ID Shadow-Map Decompression on GPU

Engin Deniz Diktas, Ali Vahit Sahiner

Tags: Computer science, GLSL, Image processing, OpenGL, Rendering, Shaders

May 7, 2011 by hgpu

Cluster versus GPU implementation of an Orthogonal Target Detection Algorithm for Remotely Sensed Hyperspectral Images

Abel Paz, Antonio Plaza

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Tags: Cluster computing, CUDA, Earth and Space Sciences, Image processing, nVidia, nVidia GeForce GTX 275

May 7, 2011 by hgpu

Stereo Matching Algorithm Using Population-Based Incremental Learning on GPU

Dong-Hu Nie, Kyu-Phil Han, Heng-Suk Lee

Tags: Algorithms, Genetic programming, Image processing

May 7, 2011 by hgpu

High speed 3-D registration using GPU

Y. Kitaaki, H. Okuda, H. Kage, K. Sumi

Tags: Computer vision, Image processing, Image recognition, Image registration

May 6, 2011 by hgpu

Efficient nearest-neighbor computation for GPU-based motion planning

Jia Pan, Christian Lauterbach, Dinesh Manocha

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Tags: Algorithms, CUDA, Image processing, Nearest neighbour, nVidia, nVidia GeForce GTX 285

May 6, 2011 by hgpu

Robust Adaptive 3-D Segmentation of Vessel Laminae From Fluorescence Confocal Microscope Images and Parallel GPU Implementation

Arunachalam Narayanaswamy, Saritha Dwarakapuram, Christopher S. Bjornsson, Barbara M. Cutler, William Shain, Badrinath Roysam

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

May 6, 2011 by hgpu

Towards real time vision based UUV navigation using GPU technology

J. Horgan, F. Flannery, D. Toal

Tags: Computer vision, CUDA, Image processing, nVidia, SIFT

May 5, 2011 by hgpu

The implementation of Multi-Scale Retinex image enhancement algorithm based on GPU via CUDA

Wang Zheng-ning, Liu Changzhong, Lu Yu, Wu Min, Zhang Ping

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia Quadro FX 3700

May 5, 2011 by hgpu

K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching

Vincent Garcia, Eric Debreuve, Frank Nielsen, Michel Barlaud

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Tags: Computer vision, CUBLAS, CUDA, Image processing, Nearest neighbour, nVidia, nVidia Quadro FX 3700 M, Package, SIFT

May 5, 2011 by hgpu

Accelerated polyhedral visual hulls using OpenCL

Tobias Duckworth, David J. Roberts

Tags: Algorithms, Image processing, OpenCL, Virtual reality

May 4, 2011 by hgpu

High performance predictable histogramming on GPUs: exploring and evaluating algorithm trade-offs

Cedric Nugteren, Gert J. van den Braak, Henk Corporaal, Bart Mesman

Tags: Computer science, CUDA, Image processing, nVidia

May 4, 2011 by hgpu

Efficient Parallel Intra-prediction Mode Selection Scheme for 4×4 Blocks in H.264

Liangbao Jiao, Jing Zhou, Rui Chen

Tags: Algorithms, H.264/AVC, Image processing, Video decoding

May 4, 2011 by hgpu

CFAL-bench

Comparing Parallel Functional Array Languages: Programming and Performance

Efficient Graph Embedding at Scale: Optimizing CPU-GPU-SSD Integration

Can Large Language Models Predict Parallel Code Performance?

Data-efficient LLM Fine-tuning for Code Generation

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

DeepCompile: A Compiler-Driven Approach to Optimizing Distributed Deep Learning Training

Large Language Model Powered C-to-CUDA Code Translation: A Novel Auto-Parallelization Framework

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high performance computing on graphics processing units: hgpu.org

Applications

Parallel ID Shadow-Map Decompression on GPU

Cluster versus GPU implementation of an Orthogonal Target Detection Algorithm for Remotely Sensed Hyperspectral Images

Stereo Matching Algorithm Using Population-Based Incremental Learning on GPU

High speed 3-D registration using GPU

Efficient nearest-neighbor computation for GPU-based motion planning

Robust Adaptive 3-D Segmentation of Vessel Laminae From Fluorescence Confocal Microscope Images and Parallel GPU Implementation

Towards real time vision based UUV navigation using GPU technology

The implementation of Multi-Scale Retinex image enhancement algorithm based on GPU via CUDA

K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching

Accelerated polyhedral visual hulls using OpenCL

High performance predictable histogramming on GPUs: exploring and evaluating algorithm trade-offs

Efficient Parallel Intra-prediction Mode Selection Scheme for 4×4 Blocks in H.264

Recent source codes

CFAL-bench

Efficient Graph Embedding at Scale: Optimizing CPU-GPU-SSD Integration

Can Large Language Models Predict Parallel Code Performance?

PELSI: Power-Efficient Layer-Switched Inference

Ouroboros: Virtualized Queues for dynamic memory management

MSCCL++: A GPU-driven communication stack for scalable AI applications

Benchmark compute shader of Unity against InteropUnityCUDA

Data-efficient LLM Fine-tuning for Code Generation

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Large Language Model Powered C-to-CUDA Code Translation: A Novel Auto-Parallelization Framework

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