high performance computing on graphics processing units: hgpu.org

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hgpu.org » Applications » Image and Signal Processing

Parallel hyperspectral image processing on commodity graphics hardware

J. Setoain, C. Tenllado, M. Prieto, D. Valencia, A. Plaza, J. Plaza

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Tags: Algorithms, Cg, Image processing, nVidia, nVidia GeForce 7800 GTX, nVidia GeForce FX 5950 Ultra, Sensing

August 12, 2011 by hgpu

Performance Evaluation of Feature Extraction Algorithm on GPGPU

Namdev Sawant, Dinesh Kulkarni

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Tags: Algorithms, Computer vision, CUDA, Image processing, nVidia, Tesla C1060

August 9, 2011 by hgpu

A convex formulation for color image segmentation in the context of passive emitter localization

Marek Schikora, Miriam Hage, Eicke Ruthotto, Klaus Wild

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 280

August 7, 2011 by hgpu

Accelerating wavelet-based video coding on graphics hardware using CUDA

Wladimir J. van der Laan, Jos B.T.M. Roerdink, Andrei C. Jalba

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Tags: Compression, CUDA, Discrete Wavelet Transform, Motion compensation, nVidia, nVidia GeForce GTX 280, Package, Signal processing

August 5, 2011 by hgpu

Contour-based algorithm for vectorization of satellite images

A. Kirsanov, A. Vavilin, K-H. Jo

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Tags: Algorithms, CUDA, Earth and Space Sciences, Image processing, nVidia, nVidia GeForce GTX 470

August 3, 2011 by hgpu

Real-time video watermarking on programmable graphics hardware

Alan Brunton, Jiying Zhao

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Tags: ATI, ATI Radeon 9500 Pro, Image processing, nVidia, nVidia GeForce 6800, Pixel shaders, Security

August 2, 2011 by hgpu

VSIPL++ Acceleration Using Commodity Graphics Processors

Dan Campbell

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Tags: ATI, ATI Radeon X1900, Image processing, nVidia, nVidia GeForce 7800 GTX, OpenGL, Rendering, Signal processing

August 1, 2011 by hgpu

Mapping of a film grain removal algorithm to a heterogeneous reconfigurable architecture

Sean Whitty, Henning Sahlbach, Rolf Ernst, Wolfram Putzke-Roming

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Tags: Algorithms, FPGA, Heterogeneous systems, Image processing

August 1, 2011 by hgpu

Blind image deconvolution algorithm on NVIDIA CUDA platform

Tomas Mazanec, Antonin Hermanek, Jan Kamenicky

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

July 31, 2011 by hgpu

An efficient stochastic approach to groupwise non-rigid image registration

Kirill A. Sidorov, Stephen Richmond, David Marshall

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Tags: Algorithms, Image processing, Image registration

July 31, 2011 by hgpu

Real-time foreground segmentation on GPUs using local online learning and global graph cut optimization

Minglun Gong, Li Cheng

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Tags: ATI, ATI Mobility Radeon X1400, Image processing, Optimization, Real-time graphics

July 31, 2011 by hgpu

Fully 3-D List-Mode OSEM Accelerated by Graphics Processing Units

Guillem Pratx, Garry Chinn, Frezghi Habte, Peter Olcott, Craig Levin

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Tags: Algorithms, Image processing, Image reconstruction, nVidia, nVidia GeForce 7900 GTX, OpenGL, PET

July 31, 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

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

Parallel hyperspectral image processing on commodity graphics hardware

Performance Evaluation of Feature Extraction Algorithm on GPGPU

A convex formulation for color image segmentation in the context of passive emitter localization

Accelerating wavelet-based video coding on graphics hardware using CUDA

Contour-based algorithm for vectorization of satellite images

Real-time video watermarking on programmable graphics hardware

VSIPL++ Acceleration Using Commodity Graphics Processors

Mapping of a film grain removal algorithm to a heterogeneous reconfigurable architecture

Blind image deconvolution algorithm on NVIDIA CUDA platform

An efficient stochastic approach to groupwise non-rigid image registration

Real-time foreground segmentation on GPUs using local online learning and global graph cut optimization

Fully 3-D List-Mode OSEM Accelerated by Graphics Processing Units

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

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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