high performance computing on graphics processing units: hgpu.org

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

Bandwidth Reduction Through Multithreaded Compression of Seismic Images

Ahmed A. Aqrawi, Anne C. Elster

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Tags: Algorithms, Compression, Computer science, CUDA, Image processing, nVidia, Seismology, Tesla C2050

October 15, 2011 by hgpu

GPU fluids in production: a compiler approach to parallelism

Dan Bailey, Ian Masters, Matt Warner

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Tags: Code generation, Compilers, Computer science, Image processing, nVidia, Performance, Presentation, PTX, Tesla C2050

October 15, 2011 by hgpu

Efficient Mapping of Streaming Applications for Image Processing on Graphics Cards

Richard Membarth, Hritam Dutta, Frank Hannig, Jurgen Teich

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Tags: Algorithms, CUDA, Image processing, nVidia, Package, Tesla C1060

October 15, 2011 by hgpu

Accelerating Large Scale Image Analyses on Parallel CPU-GPU Equipped Systems

George Teodoro, Tahsin M. Kurc, Tony Pan, Lee Cooper, Jun Kong, Patrick Widener, Joel H. Saltz

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Tags: CUDA, Heterogeneous systems, Image processing, nVidia, Tesla M2070

October 14, 2011 by hgpu

GPU-Based Translation-Invariant 2D Discrete Wavelet Transform for Image Processing

Dietmar Wippig, Bernd Klauer

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Tags: ATI, ATI Radeon HD 4870, Discrete Wavelet Transform, GLSL, Image processing, Java, nVidia, nVidia GeForce GTX 280, OpenGL, Shaders

October 12, 2011 by hgpu

Color Correction Acceleration Using a Color Cube and OpenCL

Tenio Vachev

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Tags: Algorithms, ATI, ATI Radeon HD 5870, Image processing, OpenCL

October 12, 2011 by hgpu

A tutorial overview on the properties of the discrete cosine transform for encoded image and video processing

Nuno Roma, Leonel Sousa

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Tags: Algorithms, Image processing, Review, Signal processing, Tutorial

October 11, 2011 by hgpu

Denoising Volumetric Data on GPU

Jan Horacek, Jan Kolomaznik, Josef Pelikan, Martin Horak

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Tags: Algorithms, Image processing, Medicine, nVidia, nVidia GeForce 8800 GT, nVidia GeForce GTX 275, nVidia GeForce GTX 460, OpenCL, Signal denoising, Tomography

October 10, 2011 by hgpu

Computer Vision Models in Surveillance Robotics

A. Moro

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Tags: Computer science, Computer vision, CUDA, Image processing, nVidia GeForce 9800 GT, nVidia GeForce GTX 295, Thesis

October 9, 2011 by hgpu

Real time ultrasound image denoising

F. P. X. de Fontes, G. A. Barroso, P. Coupé, P. Hellier

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Tags: CUDA, Filtering, Image processing, Medicine, nVidia GeForce GTX 280, Ultrasound

October 9, 2011 by hgpu

Parallel and efficient Boolean on polygonal solids

H. Zhao, C. C. L. Wang, Y. Chen, X. Jin

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Tags: Computer science, CUDA, Image processing, nVidia GeForce GTX 480

October 9, 2011 by hgpu

Flexible, high performance convolutional neural networks for image classification

Dan C. Ciresan, Ueli Meier, Jonathan Masci, Luca M. Gambardella, Jurgen Schmidhuber

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Tags: Benchmarking, Computer science, CUDA, Image processing, Neural networks, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 480, nVidia GeForce GTX 580

October 5, 2011 by hgpu

Introduction to Computer Vision

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

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

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

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

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

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high performance computing on graphics processing units: hgpu.org

Applications

Bandwidth Reduction Through Multithreaded Compression of Seismic Images

GPU fluids in production: a compiler approach to parallelism

Efficient Mapping of Streaming Applications for Image Processing on Graphics Cards

Accelerating Large Scale Image Analyses on Parallel CPU-GPU Equipped Systems

GPU-Based Translation-Invariant 2D Discrete Wavelet Transform for Image Processing

Color Correction Acceleration Using a Color Cube and OpenCL

A tutorial overview on the properties of the discrete cosine transform for encoded image and video processing

Denoising Volumetric Data on GPU

Computer Vision Models in Surveillance Robotics

Real time ultrasound image denoising

Parallel and efficient Boolean on polygonal solids

Flexible, high performance convolutional neural networks for image classification

Recent source codes

Introduction to Computer Vision

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

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

nvsass-disassembler

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

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

EinsummableV3 - graph-based computation with tensor operations support

MaxKernel: Intelligent TPU Kernel Engineering Agents

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