Computer vision | Page 49

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A constant-space belief propagation algorithm for stereo matching

Qingxiong Yang, Liang Wang, Narendra Ahuja

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Tags: Algorithms, Computer vision, Image processing, Image recognition, nVidia, nVidia GeForce 8800 GTX

January 8, 2011 by hgpu

Parallel algorithms to a parallel hardware: Designing vision algorithms for a GPU

Jun-Sik Kim, Myung Hwangbo, Takeo Kanade

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 GTX, Optical flow

January 8, 2011 by hgpu

Combining computer vision and physics simulations using GPGPU

Justin Hensley, John Isidoro, Arcot J. Preetham

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Tags: ATI, Computer science, Computer vision

January 7, 2011 by hgpu

Approximate Belief Propagation by Hierarchical Averaging of Outgoing Messages

Koichi Ogawara

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 285, Pattern recognition

January 4, 2011 by hgpu

Fast GPU-based space-time correlation for activity recognition in video sequences

Mahsan Rofouei, Maryam Moazeni, Majid Sarrafzadeh

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia Quadro FX 5600

January 4, 2011 by hgpu

Engineering of Computer Vision Algorithms Using Evolutionary Algorithms

Marc Ebner

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Tags: Algorithms, Computer science, Computer vision, nVidia, nVidia GeForce 9600 GT, OpenGL

January 4, 2011 by hgpu

GPU Color Constancy

Marc Ebner

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Tags: Algorithms, Computer vision, GLSL, Image processing, OpenGL

December 29, 2010 by hgpu

High performance realtime vision for mobile robots on the GPU

Christian Folkers, Wolfgang Ertel

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Source codes

Tags: Computer science, Computer vision, nVidia, nVidia GeForce 6800, OpenGL, Package

December 29, 2010 by hgpu

Tensor Voting Accelerated by Graphics Processing Units (GPU)

Changki Min, Gerard G. Medioni

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Tags: Cg, Computer vision, Image processing, nVidia, nVidia GeForce 7800 GTX, Pattern recognition

December 28, 2010 by hgpu

GPU Accelerated Gesture Detection for Real Time Interaction

Torsten Bierz, Achim Ebert, Jorg Meyer

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Tags: Algorithms, Computer vision, Image processing, Video tracking

December 28, 2010 by hgpu

Cellular automaton for ultra-fast watershed transform on GPU

Claude Kauffmann, Nicolas Piche

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Tags: Algorithms, Cellular automata, Computer science, Computer vision

December 27, 2010 by hgpu

Scalable learning for object detection with GPU hardware

Adam Coates, Paul Baumstarck, Quoc V. Le, Andrew Y. Ng

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce 9800 GTX

December 26, 2010 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

A constant-space belief propagation algorithm for stereo matching

Parallel algorithms to a parallel hardware: Designing vision algorithms for a GPU

Combining computer vision and physics simulations using GPGPU

Approximate Belief Propagation by Hierarchical Averaging of Outgoing Messages

Fast GPU-based space-time correlation for activity recognition in video sequences

Engineering of Computer Vision Algorithms Using Evolutionary Algorithms

GPU Color Constancy

High performance realtime vision for mobile robots on the GPU

Tensor Voting Accelerated by Graphics Processing Units (GPU)

GPU Accelerated Gesture Detection for Real Time Interaction

Cellular automaton for ultra-fast watershed transform on GPU

Scalable learning for object detection with GPU hardware

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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