Title :
A novel VLSI architecture to implement region merging algorithm for image segmentation
Author :
Kumar, Kranthi J D ; SRINIVASAN, SUDARSHAN
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., Chennai, India
fDate :
31 Aug.-3 Sept. 2004
Abstract :
This paper describes VLSI architecture for the region-merging algorithm for image segmentation applications. This algorithm uses the region adjacency graph (RAG), which represents regions and their edges. The final segmentation provided by the RAG represents localized contours or surfaces. The architecture is proposed by making use of the concepts of parallelism and pipelining in order to improve the performance in terms of speed. The architecture has been coded in Verilog and synthesized using Synplify tools for FPGA implementation.
Keywords :
VLSI; edge detection; field programmable gate arrays; image segmentation; logic design; parallel architectures; pipeline processing; FPGA implementation; Synplify tools; VLSI architecture; Verilog; image segmentation; localized contours; localized surfaces; region adjacency graph; region merging algorithm; Computer architecture; Cost function; Image edge detection; Image segmentation; Merging; Parallel processing; Partitioning algorithms; Pipeline processing; Surface topography; Very large scale integration;
Conference_Titel :
Digital System Design, 2004. DSD 2004. Euromicro Symposium on
Print_ISBN :
0-7695-2203-3
DOI :
10.1109/DSD.2004.1333336