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hgpu.org » Applications » Image and Signal Processing

Low-latency Image Recognition with GPU-accelerated Convolutional Networks for Web-based Services

Fu Jie Huang

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Tags: Cloud, CUDA, Image processing, Image recognition, nVidia, nVidia GeForce GTX 560 Ti, Thesis

January 26, 2014 by hgpu

Performance Evaluation of the Intel Many Integrated Core Architecture for 3D Image Reconstruction in Computed Tomography

Johannes Hofmann

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Tags: Algorithms, Computed tomography, CT, CUDA, Image processing, Image reconstruction, Intel Xeon Phi, Medicine, nVidia, nVidia GeForce GTX 680, Thesis, Tomography

January 25, 2014 by hgpu

GPU based Implementation of Film Flicker Reduction Algorithms

Martn Pineyro, Julieta Keldjian, Alvaro Pardo

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Tags: Algorithms, ATI, ATI Radeon HD 5650, Image processing, OpenCL

January 19, 2014 by hgpu

GPU Accelerated Vessel Segmentation Using Laplacian Eigenmaps

Lin Cheng, Hyunsu Cho, Peter A. Yoon

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Tags: CUDA, Image processing, nVidia, Package, Tesla K20

January 17, 2014 by hgpu

Efficient Parallel Video Processing Techniques on GPU: From Framework to Implementation

Huayou Su, Chunyuan Zhang, Mei Wen, Nan Wu

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Tags: Algorithms, CUDA, H.264/AVC, Image processing, nVidia, nVidia GeForce GTX 260, nVidia GeForce GTX 460, Tesla C2050, Video encoding

January 17, 2014 by hgpu

Implementations of the Hough Transform on the Embedded Multicore Processors

Xin Zhou, Norihiro Tomagou, Yasuaki Ito, Koji Nakano

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Tags: CUDA, DSP, FPGA, Image processing, nVidia, nVidia GeForce GTX 680

January 11, 2014 by hgpu

Real Time KAP Systems for Image Enhancement/Reconstruction of Remote Sensing Imagery

A. Castillo Atoche, O. Palma Marrufo, R. Quijano Cetina, A. Espinosa-Romero, M. Maya Mendez

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTS 450, Sensing

January 9, 2014 by hgpu

Real-Time Radio Wave Propagation for Mobile Ad-Hoc Network Emulation using GPGPUs

Brian J. Henz, David Richie, Evens Jean, Song Jun Park, James A. Ross, Dale R. Shires

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Tags: Algorithms, ATI, ATI Radeon HD 5870, ATI Radeon HD 6970, nVidia, OpenCL, Raytracing, Signal processing, Tesla C2070

January 5, 2014 by hgpu

Applying the Parallel GPU Model to Radiation Therapy Treatment

J. Steven Kirtzic, David Allen, Ovidiu Daescu

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Tags: Algorithms, CUDA, Image processing, Medicine, nVidia, nVidia GeForce 9800 GTX, Radiotherapy

January 5, 2014 by hgpu

Wavelet Encoding and Multi-GPU Programming

Andre Kessler

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Tags: Compression, CUDA, Image processing, nVidia, Tesla K20, Wavelet

January 3, 2014 by hgpu

Fast Parallel Image Registration on CPU and GPU for Diagnostic Classification of Alzheimer’s Disease

Denis P. Shamonin, Esther E. Bron, Boudewijn P. Lelieveldt, Marion Smits, Stefan Klein, Marius Staring

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Tags: Bioinformatics, Image processing, Image registration, Medicine, MRI, Neuroscience, nVidia, nVidia GeForce GTX 480, OpenCL

January 2, 2014 by hgpu

A Unified Rolling Shutter and Motion Blur Model for 3D Visual Registration

Maxime Meilland, Tom Drummond, Andrew I. Comport

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Tags: Computer vision, Image processing, nVidia, nVidia GeForce GTX 670, OpenCL

January 2, 2014 by hgpu

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

GigaAPI: a user-space API that simplifies multi-GPU programming, bridging the gap between the capabilities of parallel GPU systems and the ability of developers to harness their full potential

GigaAPI for GPU Parallelization

Coccinelle: a C code transformation engine using SmPL for matches, refactorings, and bug fixing

Advances in Semantic Patching for HPC-oriented Refactorings with Coccinelle

DuoReduce: MLIR's benchmark

Hardware-Assisted Software Testing and Debugging for Heterogeneous Computing

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high performance computing on graphics processing units: hgpu.org

Applications

Performance Evaluation of the Intel Many Integrated Core Architecture for 3D Image Reconstruction in Computed Tomography

GPU based Implementation of Film Flicker Reduction Algorithms

GPU Accelerated Vessel Segmentation Using Laplacian Eigenmaps

Efficient Parallel Video Processing Techniques on GPU: From Framework to Implementation

Implementations of the Hough Transform on the Embedded Multicore Processors

Real Time KAP Systems for Image Enhancement/Reconstruction of Remote Sensing Imagery

Real-Time Radio Wave Propagation for Mobile Ad-Hoc Network Emulation using GPGPUs

Applying the Parallel GPU Model to Radiation Therapy Treatment

Wavelet Encoding and Multi-GPU Programming

Fast Parallel Image Registration on CPU and GPU for Diagnostic Classification of Alzheimer’s Disease

A Unified Rolling Shutter and Motion Blur Model for 3D Visual Registration

Recent source codes

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

GigaAPI: a user-space API that simplifies multi-GPU programming, bridging the gap between the capabilities of parallel GPU systems and the ability of developers to harness their full potential

Coccinelle: a C code transformation engine using SmPL for matches, refactorings, and bug fixing

DuoReduce: MLIR's benchmark

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