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hgpu.org » Applications » Computer science » Computer vision

Tradeoffs in designing accelerator architectures for visual computing

Aqeel Mahesri, Daniel Johnson, Neal Crago, Sanjay J. Patel

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Tags: Benchmarking, CMP, Computer science, Computer vision, Rendering, Video encoding, Visualization

August 4, 2011 by hgpu

Adaptive, real-time visual simultaneous localization and mapping

Brian Clipp, Christopher Zach, Jongwoo Lim, Jan-Michael Frahm, Marc Pollefeys

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Tags: Computer science, Computer vision, CUDA, nVidia, Optical flow, Optimization, SIFT, Video tracking

August 1, 2011 by hgpu

Towards an embedded biologically-inspired machine vision processor

Vinay Sriram, David Cox, Kuen Hung Tsoi, Wayne Luk

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Tags: Algorithms, ASIC, Computer science, Computer vision, FPGA, Image recognition, nVidia, Tesla C1060

August 1, 2011 by hgpu

A Real-Time ProCam System for Interaction with Chinese Ink-and-Wash Cartoons

Ming Jin, Hui Zhang, Xubo Yang, Shuangjiu Xiao

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Tags: Computer science, Computer vision, Interactive application, Real-time graphics

July 31, 2011 by hgpu

Real-time image-based rendering system for virtual city based on image compression technique and eigen texture method

Ryo Sato, Shintaro Ono, Hiroshi Kawasaki, Katsushi Ikeuchi

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Tags: Compression, Computer science, Computer vision, nVidia, nVidia Quadro FX 550, Real-time graphics, Rendering

July 30, 2011 by hgpu

Tracking 3d Pose of Rigid Object by Sparse Template Matching

Yuki Oka, Toshiyuki Kuroda, Tsuyoshi Migita, Takeshi Shakunaga

Tags: Computer science, Computer vision, Particle filtering, Performance, Video tracking

July 29, 2011 by hgpu

Multi scale block histogram of template feature for pedestrian detection

Shaopeng Tang, S. Goto

Tags: Computer science, Computer vision, Image recognition

July 29, 2011 by hgpu

Real-time Semi-Global Matching on the CPU

Stefan K. Gehrig, Clemens Rabe

Tags: Algorithms, Computer science, Computer vision, FPGA, nVidia, nVidia GeForce 8800 Ultra, Performance, Stereo vision

July 28, 2011 by hgpu

Increasing the Accuracy of the Space-Sweeping Approach to Stereo Reconstruction, using Spherical Backprojection Surfaces

Xenophon Zabulis, Georgios Kordelas, Karsten Mueller, Aljoscha Smolic

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Tags: Algorithms, Computer vision, Image processing, Optimization

July 27, 2011 by hgpu

Real-Time Discriminative Background Subtraction

Li Cheng, Minglun Gong, Dale Schuurmans, Terry Caelli

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Source codes

Tags: Algorithms, ATI, ATI Mobility FireGL V5700, Computer vision, Image processing, Package, Real-time graphics

July 27, 2011 by hgpu

Gpu architecture for stationary multisensor pedestrian detection at smart intersections

Daniel Weimer, Sebastian Kohler, Christian Hellert, Konrad Doll, Ulrich Brunsmann, Roland Krzikalla

Tags: Benchmarking, Computer science, Computer vision, CUDA, nVidia

July 24, 2011 by hgpu

Fast and robust CAMShift tracking

David Exner, Erich Bruns, Daniel Kurz, Anselm Grundhofer, Oliver Bimber

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Tags: Algorithms, Computer science, Computer vision, nVidia, nVidia GeForce GTX 285, OpenGL

July 24, 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Tradeoffs in designing accelerator architectures for visual computing

Adaptive, real-time visual simultaneous localization and mapping

Towards an embedded biologically-inspired machine vision processor

A Real-Time ProCam System for Interaction with Chinese Ink-and-Wash Cartoons

Real-time image-based rendering system for virtual city based on image compression technique and eigen texture method

Tracking 3d Pose of Rigid Object by Sparse Template Matching

Multi scale block histogram of template feature for pedestrian detection

Real-time Semi-Global Matching on the CPU

Increasing the Accuracy of the Space-Sweeping Approach to Stereo Reconstruction, using Spherical Backprojection Surfaces

Real-Time Discriminative Background Subtraction

Gpu architecture for stationary multisensor pedestrian detection at smart intersections

Fast and robust CAMShift tracking

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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