Object Recognition and Detection by a Combination of Support Vector Machine and Rotation Invariant Phase Only Correlation

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15th International Conference on Pattern Recognition (ICPR'00) - Volume 4

Barcelona, Spain

September 03-September 08

ISBN: 0-7695-0750-6

	ASCII Text	x
	Chikahito Nakajima, Norihiko Itoh, Massimiliano Pontil, Tomaso Poggio, "Object Recognition and Detection by a Combination of Support Vector Machine and Rotation Invariant Phase Only Correlation," Pattern Recognition, International Conference on, vol. 4, pp. 4787, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 4, 2000.

	BibTex	x
	@article{ 10.1109/ICPR.2000.903035, author = {Chikahito Nakajima and Norihiko Itoh and Massimiliano Pontil and Tomaso Poggio}, title = {Object Recognition and Detection by a Combination of Support Vector Machine and Rotation Invariant Phase Only Correlation}, journal ={Pattern Recognition, International Conference on}, volume = {4}, year = {2000}, isbn = {0-7695-0750-6}, pages = {4787}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.903035}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - Object Recognition and Detection by a Combination of Support Vector Machine and Rotation Invariant Phase Only Correlation SN - 0-7695-0750-6 SP EP A1 - Chikahito Nakajima, A1 - Norihiko Itoh, A1 - Massimiliano Pontil, A1 - Tomaso Poggio, PY - 2000 VL - 4 JA - Pattern Recognition, International Conference on ER -

Chikahito Nakajima, Central Research Institute of Electric Power Industry

Norihiko Itoh, Central Research Institute of Electric Power Industry

Massimiliano Pontil, Massachusetts Institute of Technology

Tomaso Poggio, Massachusetts Institute of Technology

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.903035

This paper proposes an object recognition and detection method by a combination of Support Vector Machine Classifier (SVM) and Rotation Invariant Phase Only Correlation (RIPOC). SVM is a learning technique that is well founded in statistical learning theory. RIPOC is a position and rotation invariant pattern matching technique. We combined these two techniques to develop an augmented reality system. This system can recognize and detect objects from image sequences without special image marks or sensors and show information about the objects through a head-mounted display. Performance is real time.

Citation:

Chikahito Nakajima, Norihiko Itoh, Massimiliano Pontil, Tomaso Poggio, "Object Recognition and Detection by a Combination of Support Vector Machine and Rotation Invariant Phase Only Correlation," icpr, vol. 4, pp.4787, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 4, 2000

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