high performance computing on graphics processing units: hgpu.org

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hgpu.org » Applications » Image and Signal Processing

Streamed Watershed Transform on GPU for Processing of Large Volume Data

Michal Hucko, Milos Sramek

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Tags: Algorithms, Image processing, nVidia, nVidia GeForce GTX 460, OpenCL

August 21, 2012 by hgpu

Fractals Image Rendering and Compression using GPUs

Munesh Singh Chauhan, Ashish Negi

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Tags: Compression, Image processing, nVidia, nVidia GeForce GT 540 M, OpenCL, Rendering

August 18, 2012 by hgpu

Exploiting contextual information for image re-ranking and rank aggregation

Daniel Carlos Guimaraes Pedronette, Ricardo da S. Torres

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Tags: Image processing, Information Retrieval, OpenCL

August 16, 2012 by hgpu

Orthorectification by Using GPGPU Method

H. Sahin, S. Kulur

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Tags: CUDA, Earth and Space Sciences, Image processing, nVidia, nVidia GeForce 8600 M GT

August 13, 2012 by hgpu

Real-Time Implementation of Remotely Sensed Hyperspectral Image Unmixing on GPUs

Sergio Sanchez, Rui Ramalho, Leonel Sousa, Antonio Plaza

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Tags: CUDA, Image processing, nVidia, nVidia GeForce GTX 580, Sensing

August 11, 2012 by hgpu

Fine-Granular Parallel EBCOT and Optimization with CUDA for Digital Cinema Image Compression

Fang Wei, Qiu Cui, Ye Li

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Tags: Algorithms, Compression, CUDA, Image processing, JPEG2000, nVidia, nVidia GeForce GT 240, Optimization

August 10, 2012 by hgpu

Parallelization Design of Irregular Algorithms of Video Processing on GPUs

Huayou Su, Jun Chai, Mei Wen, Ju Ren, Chunyuan Zhang

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Tags: CUDA, Image processing, nVidia, nVidia GeForce GTX 260, nVidia GeForce GTX 460, Tesla C2050, Video encoding

August 4, 2012 by hgpu

Accelerating Pathology Image Data Cross-Comparison on CPU-GPU Hybrid Systems

Kaibo Wang, Yin Huai, Rubao Lee, Fusheng Wang, Xiaodong Zhang, Joel H. Saltz

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Tags: CUDA, Databases, Image processing, nVidia, nVidia GeForce GTX 580, Tesla M2050

August 2, 2012 by hgpu

On Binaural Spatialization and the Use of GPGPU for Audio Processing

Davide Andrea Mauro

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Tags: Acoustics, CUDA, DSP, FFT, nVidia, nVidia GeForce 9400 M GS, OpenCL, Signal processing, Thesis

July 31, 2012 by hgpu

Acceleration of Variance of Color Differences-Based Demosaicing Using CUDA

Muhammad Ismail Faruqi, Fumihiko Ino, Kenichi Hagihara

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 480

July 28, 2012 by hgpu

A Splitting Algorithm for Directional Regularization and Sparsification

Lars Lau Raket, Mads Nielsen

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Tags: Algorithms, CUDA, Image processing, nVidia, Tesla C2050

July 24, 2012 by hgpu

A Reconfigurable GPU Implementation for Tomlinson-Harashima Precoding

Fernando Domene, Sandra Roger, Carla Ramiro, Gema Pinero, Alberto Gonzalez

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Tags: CUDA, nVidia, Signal processing, Tesla C2070

July 24, 2012 by hgpu

Code examples for paper on SYCL backend of Kokkos - IWOCL 2024

Experiences with implementing Kokkos’ SYCL backend

ROCm's implementation of Gromacs

GROMACS on AMD GPU-Based HPC Platforms: Using SYCL for Performance and Portability

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Streamed Watershed Transform on GPU for Processing of Large Volume Data

Fractals Image Rendering and Compression using GPUs

Exploiting contextual information for image re-ranking and rank aggregation

Orthorectification by Using GPGPU Method

Real-Time Implementation of Remotely Sensed Hyperspectral Image Unmixing on GPUs

Fine-Granular Parallel EBCOT and Optimization with CUDA for Digital Cinema Image Compression

Parallelization Design of Irregular Algorithms of Video Processing on GPUs

Accelerating Pathology Image Data Cross-Comparison on CPU-GPU Hybrid Systems

On Binaural Spatialization and the Use of GPGPU for Audio Processing

Acceleration of Variance of Color Differences-Based Demosaicing Using CUDA

A Splitting Algorithm for Directional Regularization and Sparsification

A Reconfigurable GPU Implementation for Tomlinson-Harashima Precoding

Recent source codes

Code examples for paper on SYCL backend of Kokkos - IWOCL 2024

ROCm's implementation of Gromacs

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

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