Real-time segmentation of color images based on the K-means clustering on FPGA

ICFPT 2007 - International Conference on Field Programmable Technology

Volumn , Issue , 2007, Pages 329-332

  Saegusa, Takashi ^a   Maruyama, Tsutomu ^a  

^a UNIVERSITY OF TSUKUBA   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CHLORINE COMPOUNDS; COLOR; FLOW OF SOLIDS; IMAGE ENHANCEMENT; IMAGE PROCESSING; IMAGE SEGMENTATION; ITERATIVE METHODS; OPTICAL PROPERTIES; PARALLEL ALGORITHMS; TECHNOLOGY; WATER SUPPLY SYSTEMS;

COLOR IMAGING; INTERNATIONAL CONFERENCES; K-MEANS CLUSTERING; K-MEANS CLUSTERING ALGORITHMS; LARGE SIZES; NUMBER OF CLUSTERS; REAL-TIME SEGMENTATION; SEGMENTATION METHODS; TIME-CONSUMING TASKS;

CLUSTERING ALGORITHMS;

EID: 50149112199     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FPT.2007.4439278     Document Type: Conference Paper

References (7)

1. M. Estlick, et al., "Algorithmic transformations in the implementation of K-means clustering on reconfigurable hardware", FPGA 2001, pp.103-110.
2. A.G.S.Filho, et al., "Hyperspectral Images Clustering on Reconfigurable Hardware Using the K-Means Algorithm", SBCCI 2003, pp.99-104.
3. Maliatski, B. Yadid-Pecht, O., "Hardware-driven adaptive k-means clustering for real-time video imaging", IEEE Transactions on Circuits and Systems for Video Technology Vol.15, Issue.1 2005, pp. 164-166
4. T.Kanungo, et al. , "An Efficient k-Means Clustering Algorithm: Analysis and Implementation", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.24, No.7, 2002, pp. 881-892
5. A.Goswami, R.Jin and G.Agrawal, "Fast and Exact Out-of-Core K-Means Clustering", ICDM 2004, pp. 83-90
6. T. Maruyama, "Real-time K-Means Clustering for Color Images on Reconfigurable Hardware", ICPR 2006, pp.816-819.
7. T. Saegusa and T. Maruyama, "An FPGA Implementation of K-Means Clustering for Color Images Based on Kd-Tree", FPL 2006, pp.567-572.