high performance computing on graphics processing units: hgpu.org

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hgpu.org » Applications » Image and Signal Processing

An Overview of Miscellaneous Applications of GPU Computing

Stanislav Stankovic, Jaakko Astola

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Tags: Overview, Signal processing

December 30, 2012 by hgpu

Vision based Navigation (VBN) of Unmanned Aerial Vehicles (UAV)

Bassem Ibrahim Sheta

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Tags: Algorithms, CUDA, Earth and Space Sciences, Image processing, nVidia, nVidia GeForce GT 540 M, Thesis

December 30, 2012 by hgpu

Fast Retinal Vessel Analysis

Michael Krause, Ralph Maria Alles, Bernhard Burgeth, Joachim Weickert

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Tags: Algorithms, CUDA, Image processing, Mathematics, Medicine, nVidia, nVidia GeForce GTX 680, Radon transform

December 29, 2012 by hgpu

Image Processing using Parallel Computing

Mohamed Khalifa

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Tags: Cluster computing, CUDA, Image processing, MPI, nVidia, nVidia GeForce GTX 280

December 15, 2012 by hgpu

Fast and Robust Linear Motion Deblurring

Martin Welk, Patrik Raudaschl, Thomas Schwarzbauer, Martin Erler, Martin Lauter

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Tags: Algorithms, CUDA, Filtering, Image processing, nVidia, nVidia GeForce GTX 260

December 12, 2012 by hgpu

FFT Parallel Implementation for MRI Image Reconstruction

Andrei Tugui

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Tags: CUDA, FFT, Image processing, Image reconstruction, MRI, nVidia, nVidia Quadro FX 4400

December 12, 2012 by hgpu

GPU Computing with Applications in Digital Logic

Jaako Astola, Michitaka Kameyama, Martin Lukac, Radomir S. Stankovic (eds.)

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Tags: Book, Games, Review, Signal processing

December 10, 2012 by hgpu

A Computationally Efficient Parallel Kernel Regression for Image Reconstruction

V.Sairam, M.Srinivasa Rao, G.Dada Khalandhar, L.Srikanth, P.K.Baruah, R.R.Sarma

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Tags: Algorithms, CUDA, Image processing, Image reconstruction, Medicine, nVidia, Tesla T20, Tomography

December 8, 2012 by hgpu

Parallel Cosegmentation via Submodular Optimization on Anisotropic Diffusion

Dinesh Majeti, Aditya Prakash, S. Balasubramanian, PK Baruah

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Tags: Clustering, CUDA, CULA, Image processing, nVidia, Optimization, Tesla S2050

December 5, 2012 by hgpu

GPU-Based Implementation of JPEG2000 Encoder

M. Ahmadvand, A. Ezhdehakosh

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Tags: CUDA, Discrete Wavelet Transform, Image processing, JPEG2000, nVidia, nVidia GeForce GTX 480

December 3, 2012 by hgpu

Short-time Fourier transform laser Doppler holography

Michael Atlan, Benjamin Samson

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

November 28, 2012 by hgpu

GPU Acceleration of Transmural Electrophysiological Imaging

M. Corraine, S. Lopez, L. Wang

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Tags: Algorithms, CUDA, Image processing, Medicine, nVidia, nVidia GeForce GTX 295, nVidia GeForce GTX 480, Tesla C2070

November 23, 2012 by hgpu

KernelZero: Co-Evolving Proposer and Coder for Continuously Improved GPU Kernel Generation

Introduction to Computer Vision

ACT: Accelerator Compiler Toolkit

Automatically Generating ML Compiler Backends from Tensor Accelerator ISA Descriptions

pytest-gpu-proof: A Simple Pytest Extension for Local GPU Code Testing

pytest-gpu-proof: Enabling Cloud-CPU Continuous Integration for GPU Code with Local GPU Attestation

Accelerating the Mitigation of LLM Inference Nondeterminism Across GPU Architectures

AutoTuneBench: Trustworthy Measurement for Agent Auto-Tuning of LLM Serving Engines

nvsass-disassembler

Automated Instruction Encoding Synthesis for Modern GPU ISA Compression

PrefixBench-H100: Characterizing Prefix Reuse and Time-to-First-Token in H100 LLM Serving

EinsummableV3 - graph-based computation with tensor operations support

Every Kernel Is a Join: Automatic Multi-GPU Parallelism for AI Computations in Einsummable

MaxKernel: Intelligent TPU Kernel Engineering Agents

MaxKernel: Agentic Kernel Generation for TPUs

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

An Overview of Miscellaneous Applications of GPU Computing

Vision based Navigation (VBN) of Unmanned Aerial Vehicles (UAV)

Fast Retinal Vessel Analysis

Image Processing using Parallel Computing

Fast and Robust Linear Motion Deblurring

FFT Parallel Implementation for MRI Image Reconstruction

GPU Computing with Applications in Digital Logic

A Computationally Efficient Parallel Kernel Regression for Image Reconstruction

Parallel Cosegmentation via Submodular Optimization on Anisotropic Diffusion

GPU-Based Implementation of JPEG2000 Encoder

Short-time Fourier transform laser Doppler holography

GPU Acceleration of Transmural Electrophysiological Imaging

Recent source codes

KernelZero: Co-Evolving Proposer and Coder for Continuously Improved GPU Kernel Generation

Introduction to Computer Vision

ACT: Accelerator Compiler Toolkit

pytest-gpu-proof: A Simple Pytest Extension for Local GPU Code Testing

Accelerating the Mitigation of LLM Inference Nondeterminism Across GPU Architectures

AutoTuneBench: Trustworthy Measurement for Agent Auto-Tuning of LLM Serving Engines

nvsass-disassembler

PrefixBench-H100: Characterizing Prefix Reuse and Time-to-First-Token in H100 LLM Serving

EinsummableV3 - graph-based computation with tensor operations support

MaxKernel: Intelligent TPU Kernel Engineering Agents

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