high performance computing on graphics processing units: hgpu.org

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

GPU-based parallel-beam and cone-beam forward- and backprojection using CUDA

Michael Knaup, Sven Steckmann, Marc Kachelriess

Tags: CUDA, Image processing, Image reconstruction, Medicine, nVidia, Tomography

May 29, 2011 by hgpu

Fast scale invariant textured synthesis with GPU acceleration

Claire Gallagher, Francis Kelly, Anil Kokaram

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Tags: Algorithms, Image generation, Image processing, nVidia, nVidia GeForce 6800 Ultra

May 29, 2011 by hgpu

Reducing IO bandwidth for GPU based moment invariant classifier systems

C.H. Messom, A.L.C. Barczak

Tags: Computer science, Image processing, Performance

May 29, 2011 by hgpu

GPU-accelerated hierarchical dense correspondence for real-time aerial video processing

Stephen Cluff, Bryan S. Morse, Mark Duchaineau, Jonathan D. Cohen

Tags: Algorithms, Image processing, Image registration

May 28, 2011 by hgpu

Fast GPU-Based CT Reconstruction using the Common Unified Device Architecture (CUDA)

Holger Scherl, Benjamin Keck, Markus Kowarschik, Joachim Hornegger

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Tags: Computed tomography, CT, CUDA, Image processing, Image reconstruction, Medicine, nVidia, nVidia GeForce 8800 GTX, Poster

May 28, 2011 by hgpu

Real-time view synthesis system with multi-texture structure of GPU

Ji-Youn Choi, Sae-Woon Ryu, Hong-Chang Shin, Jong-Il Park

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Tags: Algorithms, Image processing, nVidia, nVidia GeForce GTX 285, OpenGL

May 28, 2011 by hgpu

GPU acceleration of Zernike moments for large-scale images

M. Ujaldon

Tags: Computer science, Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX

May 27, 2011 by hgpu

Towards real time 3D tracking and reconstruction on a GPU using Monte Carlo simulations

Jairo R. Sanchez, Hugo Alvarez, Diego Borro

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Tags: Computer vision, CUDA, Image processing, Image reconstruction, Monte Carlo simulation, nVidia, nVidia GeForce GTX 260, Real-time graphics, Video tracking

May 27, 2011 by hgpu

GPU Based Optical Character Transcription for Ancient Inscription Recognition

Hubert Mara, Jan Hering, Susanne Kromker

Tags: Image processing, Image recognition

May 26, 2011 by hgpu

Very fast ellipse detection using GPU-based RHT

Jong Kwan Lee, B.A. Wood, T.S. Newman

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Tags: Image processing, Image recognition, nVidia, nVidia GeForce 7950 GT

May 26, 2011 by hgpu

Robust foreground segmentation for GPU architecture in an immersive 3D videoconferencing system

Jaume Civit, Oscar Divorra Escoda

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Tags: CUDA, Image processing, nVidia, nVidia GeForce GTX 295, Real-time graphics

May 26, 2011 by hgpu

Implementation and Performance Comparison of the Motion Compensation Kernel of the AVS Video Decoder on FPGA, GPU and Multicore Processors

M. Owaida, N. Bellas, C.D. Antonopoulos, K. Daloukas, Ch. Antoniadis, K. Krommydas, G. Tsoumblekas

Tags: FPGA, Image processing, Motion compensation, Performance

May 26, 2011 by hgpu

CFAL-bench

Comparing Parallel Functional Array Languages: Programming and Performance

Efficient Graph Embedding at Scale: Optimizing CPU-GPU-SSD Integration

Can Large Language Models Predict Parallel Code Performance?

Data-efficient LLM Fine-tuning for Code Generation

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

DeepCompile: A Compiler-Driven Approach to Optimizing Distributed Deep Learning Training

Large Language Model Powered C-to-CUDA Code Translation: A Novel Auto-Parallelization Framework

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high performance computing on graphics processing units: hgpu.org

Applications

GPU-based parallel-beam and cone-beam forward- and backprojection using CUDA

Fast scale invariant textured synthesis with GPU acceleration

Reducing IO bandwidth for GPU based moment invariant classifier systems

GPU-accelerated hierarchical dense correspondence for real-time aerial video processing

Fast GPU-Based CT Reconstruction using the Common Unified Device Architecture (CUDA)

Real-time view synthesis system with multi-texture structure of GPU

GPU acceleration of Zernike moments for large-scale images

Towards real time 3D tracking and reconstruction on a GPU using Monte Carlo simulations

GPU Based Optical Character Transcription for Ancient Inscription Recognition

Very fast ellipse detection using GPU-based RHT

Robust foreground segmentation for GPU architecture in an immersive 3D videoconferencing system

Implementation and Performance Comparison of the Motion Compensation Kernel of the AVS Video Decoder on FPGA, GPU and Multicore Processors

Recent source codes

CFAL-bench

Efficient Graph Embedding at Scale: Optimizing CPU-GPU-SSD Integration

Can Large Language Models Predict Parallel Code Performance?

PELSI: Power-Efficient Layer-Switched Inference

Ouroboros: Virtualized Queues for dynamic memory management

MSCCL++: A GPU-driven communication stack for scalable AI applications

Benchmark compute shader of Unity against InteropUnityCUDA

Data-efficient LLM Fine-tuning for Code Generation

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Large Language Model Powered C-to-CUDA Code Translation: A Novel Auto-Parallelization Framework

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