high performance computing on graphics processing units: hgpu.org

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hgpu.org » Applications » Image and Signal Processing

Implementation of Kernel Methods on the GPU

Julius Ohmer, Frederic Maire, Ross Brown

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Tags: Cg, Computer vision, Image processing, Image recognition, nVidia, nVidia GeForce 6800, OpenGL

March 24, 2011 by hgpu

Using GPUs for beamforming acceleration on SAFT imaging

D. Romero, O. Martinez-Graullera, C.J. Martin, R.T. Higuti, A. Octavio

Tags: Filtering, Image reconstruction, Physics, Signal processing, Ultrasound

March 24, 2011 by hgpu

Digital beamforming using a GPU

Carl-Inge Colombo Nilsen, Ines Hafizovic

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Tags: CUDA, nVidia, nVidia GeForce 8800, Signal processing

March 24, 2011 by hgpu

A GPGPU solution of the FMM near interactions for acoustic scattering problems

Miguel Lopez-Portugues, Jesus Lopez-Fernandez, Alberto Rodriguez-Campa, Jose Ranilla

Tags: Acoustics, Fast multipole method, nVidia, nVidia GeForce GTX 480, Signal processing

March 22, 2011 by hgpu

fastHOG – a real-time GPU implementation of HOG

Victor A. Prisacariu, Ian Reid

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Tags: Algorithms, Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 285, Package

March 22, 2011 by hgpu

Hierarchical belief propagation to reduce search space using CUDA for stereo and motion estimation

Scott Grauer-Gray, Chandra Kambhamettu

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 8600 M GT

March 22, 2011 by hgpu

GPU implementation of belief propagation using CUDA for cloud tracking and reconstruction

Scott Grauer-Gray, Chandra Kambhamettu, Kannappan Palaniappan

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 8600 M GT, nVidia GeForce 8800 GT

March 22, 2011 by hgpu

GPU implemention of fast Gabor filters

Xin Xin Wang, E. Shi Bertram

Tags: Biology, Filtering, Image processing, nVidia, nVidia GeForce 9800 GTX

March 21, 2011 by hgpu

An evaluation of GPU acceleration for sparse reconstruction

Thomas R. Braun

Tags: Algorithms, Filtering, Image processing, Image recognition

March 21, 2011 by hgpu

Performance comparison of FPGA, GPU and CPU in image processing

Shuichi Asano, Tsutomu Maruyama, Yoshiki Yamaguchi

Tags: Filtering, FPGA, Image processing, Performance

March 21, 2011 by hgpu

GPU-based Dynamic Tubular Grids for Sparse Volume Rendering

David Mayerich, John Keyser

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Tags: Algorithms, Computer science, Image processing, Rendering

March 20, 2011 by hgpu

Accelerated ray tracing for radiotherapy dose calculations on a GPU

M. De Greef, J. Crezee, J. C. Van Eijk, R. Pool, A. Bel

Tags: Computed tomography, CT, CUDA, Image processing, Medicine, nVidia, Radiotherapy

March 17, 2011 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

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high performance computing on graphics processing units: hgpu.org

Applications

Implementation of Kernel Methods on the GPU

Using GPUs for beamforming acceleration on SAFT imaging

Digital beamforming using a GPU

A GPGPU solution of the FMM near interactions for acoustic scattering problems

fastHOG – a real-time GPU implementation of HOG

Hierarchical belief propagation to reduce search space using CUDA for stereo and motion estimation

GPU implementation of belief propagation using CUDA for cloud tracking and reconstruction

GPU implemention of fast Gabor filters

An evaluation of GPU acceleration for sparse reconstruction

Performance comparison of FPGA, GPU and CPU in image processing

GPU-based Dynamic Tubular Grids for Sparse Volume Rendering

Accelerated ray tracing for radiotherapy dose calculations on a GPU

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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