Cost-Effective HPC Clustering For Computer Vision Applications

被引：0

作者：

Dietlmeier, Julia ^{[1
]}

Begley, Sean ^{[1
]}

Whelan, Paul F. ^{[1
]}

机构：

[1] Dublin City Univ, RINCE, Ctr Image Proc & Analysis, Dublin 9, Ireland

来源：

2008 INTERNATIONAL MACHINE VISION AND IMAGE PROCESSING CONFERENCE, PROCEEDINGS | 2008年

关键词：

D O I：

10.1109/IMVIP.2008.8

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We will present a cost-effective and flexible realization of High Performance Computing (HPC) clustering and its potential in solving computationally intensive problems in computer vision. The featured software foundation to support the parallel programming is the GNU Parallel Knoppix package with Message Passing Interface (MPI) based Octave, Python and C interface capabilities. The implementation is especially of interest in applications where the main objective is to reuse the existing hardware infrastructure and to maintain the overall budget cost. We will present the benchmark results and compare and contrast the performances of Octave and MATLAB.

引用

页码：97 / 102

页数：6

共 50 条

[31] Cost-effective hand gesture computer control interface
Sziladi, Gergely
Ujbanyi, Tibor
Katona, Jozsef
2016 7TH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFOCOMMUNICATIONS (COGINFOCOM), 2016, : 239 - 243
[32] COST-EFFECTIVE COMPUTER SERVICE CONTRACTS .16.
BERST, J
HIGHWAY & HEAVY CONSTRUCTION, 1984, 127 (06): : 70 - 71
[33] COST-EFFECTIVE ELECTRONICS FOR THE SMALL-BUSINESS COMPUTER
MEYER, GL
FORBES, VD
HEWLETT-PACKARD JOURNAL, 1979, 30 (04): : 6 - &
[34] A robust competitive clustering algorithm with applications in computer vision
Frigui, H
Krishnapuram, R
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1999, 21 (05) : 450 - 465
[35] COST-EFFECTIVE DATA COMMUNICATIONS FOR PERSONAL-COMPUTER APPLICATIONS USING MICRO EARTH STATIONS
PARKER, EB
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1985, 3 (03) : 449 - 456
[36] Cost-effective hierarchical clustering with local density peak detection
Xie, Wen-Bo
Chen, Bin
Fu, Xun
Shi, Jun-Hao
Lee, Yan-Li
Wang, Xin
INFORMATION SCIENCES, 2024, 676
[37] On the Study of Workpiece Localization with a Cost-Effective Vision Based Method
Xing, Weizhi
Ou, Yongsheng
2015 IEEE INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2015, : 457 - 461
[38] Rapid and cost-effective method to assess vision disorders in a population
Muller, Andreas
Vu, Hien T.
Ferraro, John G.
Keeffe, Jill E.
Taylor, Hugh R.
CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, 2006, 34 (06): : 521 - 525
[39] Championing Cost-Effective Quality Healthcare-Vision 2025
Suryawanshi, Pravin
INDIAN JOURNAL OF SURGERY, 2025, 87 (01) : 1 - 2
[40] Cost-effective solar applications for commercial and industrial facilities
Healey, HM
ENERGY ENGINEERING, 1997, 94 (04) : 34 - 49

← 1 2 3 4 5 →