Multiscale image representation based on gabor transform using reconfigurable FPGA

J. A. Hernández; B. Romero.

doi:10.1109/CAMP.2003.1598171

Multiscale image representation based on gabor transform using reconfigurable FPGA

Research output: Chapter/Conference proceeding › Conference proceeding › Academic › peer-review

Abstract

Gabor method of multiscale image representation is very useful in many computer vision applications and to simulate the human being visual system. However, this transform is characterised by repetitive and iterative operations on large amounts of data, which imply a high computational cost. In this point is when the hardware/software co-design technique makes sense. In this work we have implemented the Gabor transform using a reconfigurable FPGA following a pipeline scheme in order to speed up the process.

Original language	English
Title of host publication	2003 IEEE International Workshop on Computer Architecture for Machine Perception, CAMP 2003
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	256-262
Number of pages	7
ISBN (Electronic)	0780379705, 9780780379701
DOIs	https://doi.org/10.1109/CAMP.2003.1598171
Publication status	Published - 2003
Externally published	Yes
Event	IEEE International Workshop on Computer Architecture for Machine Perception, CAMP 2003 - New Orleans, United States Duration: 12 May 2003 → 16 May 2003

Conference

Conference	IEEE International Workshop on Computer Architecture for Machine Perception, CAMP 2003
Country/Territory	United States
City	New Orleans
Period	12/05/03 → 16/05/03

Bibliographical note

Publisher Copyright:
©2003 IEEE.

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10.1109/CAMP.2003.1598171

Cite this

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title = "Multiscale image representation based on gabor transform using reconfigurable FPGA",

abstract = "Gabor method of multiscale image representation is very useful in many computer vision applications and to simulate the human being visual system. However, this transform is characterised by repetitive and iterative operations on large amounts of data, which imply a high computational cost. In this point is when the hardware/software co-design technique makes sense. In this work we have implemented the Gabor transform using a reconfigurable FPGA following a pipeline scheme in order to speed up the process.",

author = "Hern{\'a}ndez, {J. A.} and B. Romero.",

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year = "2003",

doi = "10.1109/CAMP.2003.1598171",

language = "English",

pages = "256--262",

booktitle = "2003 IEEE International Workshop on Computer Architecture for Machine Perception, CAMP 2003",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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Hernández, JA & Romero., B 2003, Multiscale image representation based on gabor transform using reconfigurable FPGA. in 2003 IEEE International Workshop on Computer Architecture for Machine Perception, CAMP 2003., 1598171, Institute of Electrical and Electronics Engineers Inc., pp. 256-262, IEEE International Workshop on Computer Architecture for Machine Perception, CAMP 2003, New Orleans, United States, 12/05/03. https://doi.org/10.1109/CAMP.2003.1598171

Multiscale image representation based on gabor transform using reconfigurable FPGA. / Hernández, J. A.; Romero., B.
2003 IEEE International Workshop on Computer Architecture for Machine Perception, CAMP 2003. Institute of Electrical and Electronics Engineers Inc., 2003. p. 256-262 1598171.

Research output: Chapter/Conference proceeding › Conference proceeding › Academic › peer-review

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Multiscale image representation based on gabor transform using reconfigurable FPGA

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