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GPU Computing Gems: Jade Edition

Wen-mei W. Hwu

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Tags: Algorithms, Book, Cellular automata, Computational finance, Computer science, Computer vision, CUDA, Finance, Fluid dynamics, Games, GPU cluster, nVidia

October 14, 2011 by hgpu

Computer Vision Models in Surveillance Robotics

A. Moro

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Tags: Computer science, Computer vision, CUDA, Image processing, nVidia GeForce 9800 GT, nVidia GeForce GTX 295, Thesis

October 9, 2011 by hgpu

Towards robust automatic detection of vulnerable road users: monocular pedestrian tracking from a moving vehicle

Kristof Van Beeck, Floris De Smedt, Sander Beckers, Lars Struyf, Joost Vennekens, Gorik De Samblanx, Toon Goedeme, Tinne Tuytelaars

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Tags: Algorithms, Computer science, Computer vision, nVidia, nVidia GeForce GTX 295, OpenCL

October 3, 2011 by hgpu

EFFEX: an embedded processor for computer vision based feature extraction

Jason Clemons, Andrew Jones, Robert Perricone, Silvio Savarese, Todd Austin

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Tags: Algorithms, Computer science, Computer vision, CUDA, Heterogeneous systems, nVidia, nVidia GeForce GT 210, nVidia GeForce GTX 260, SIFT

September 20, 2011 by hgpu

Anomalous behaviour detection using spatiotemporal oriented energies, subset inclusion histogram comparison and event-driven processing

Andrei Zaharescu, Richard Wildes

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Tags: Computer science, Computer vision, nVidia, nVidia GeForce GTX 280, OpenCL

September 14, 2011 by hgpu

Computational stereo camera system with programmable control loop

Simon Heinzle, Pierre Greisen, David Gallup, Christine Chen, Daniel Saner, Aljoscha Smolic, Andreas Burg, Wojciech Matusik, Markus Gross

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480, Stereo vision, Visualization

September 13, 2011 by hgpu

CUDA-based GPU Implementation of Hierarchical Belief Propagation for Fast Stereo Matching

Jae-Il Jung, Yo-Sung Ho

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 470

September 6, 2011 by hgpu

Computer vision based geometric calibration in curved multi-projector displays

Yi Sun, Shuling Dai, Cheng Ren, Na Chen

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Tags: Computer science, Computer vision, nVidia, nVidia GeForce 6800 GT, OpenGL, Rendering

September 3, 2011 by hgpu

Energy-optimized mapping of application to smartphone platform – A case study of mobile face recognition

Yi-Chu Wang, Kwang-Ting (Tim) Cheng

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Tags: Algorithms, Computational Complexity, Computer science, Computer vision, DSP, Heterogeneous systems, Image recognition, nVidia, Optimization

September 1, 2011 by hgpu

Fast locally consistent dense stereo on multicore

Stefano Mattoccia

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Tags: Algorithms, Computer science, Computer vision, FPGA, Optimization, Stereo vision

September 1, 2011 by hgpu

Real-time human detection using contour cues

Jianxin Wu, Christopher Geyer, James M. Rehg

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Tags: Algorithms, Computer science, Computer vision

September 1, 2011 by hgpu

Real-Time Adaptive Radiometric Compensation

A. Grundhofer, O. Bimber

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Tags: Algorithms, Computer science, Computer vision, Image generation, nVidia, nVidia GeForce 7900 GTX

August 31, 2011 by hgpu

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

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high performance computing on graphics processing units: hgpu.org

Applications

GPU Computing Gems: Jade Edition

Computer Vision Models in Surveillance Robotics

Towards robust automatic detection of vulnerable road users: monocular pedestrian tracking from a moving vehicle

EFFEX: an embedded processor for computer vision based feature extraction

Anomalous behaviour detection using spatiotemporal oriented energies, subset inclusion histogram comparison and event-driven processing

Computational stereo camera system with programmable control loop

CUDA-based GPU Implementation of Hierarchical Belief Propagation for Fast Stereo Matching

Computer vision based geometric calibration in curved multi-projector displays

Energy-optimized mapping of application to smartphone platform – A case study of mobile face recognition

Fast locally consistent dense stereo on multicore

Real-time human detection using contour cues

Real-Time Adaptive Radiometric Compensation

Recent source codes

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

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