TY - GEN
T1 - Qualitative and quantitative evaluation of correlation based stereo matching algorithms
AU - Raghavendra, U.
AU - Makkithaya, Krishnamoorthi
AU - Karunakar, A. K.
PY - 2012
Y1 - 2012
N2 - Accurate estimation of disparity is one of the most active research area in computer vision. In the last few decades numerous algorithms have been invented to find disparity precisely. However, these inventions throws problem in selecting most appropriate one for the required application. A detailed analysis is mandatory to solve this kind of problem. The main objective of this paper is to empirically evaluate a set of well known correlation based stereo matching algorithms. A qualitative and quantitative analysis results will be useful for selecting the most appropriate algorithm for the given application. The presented analysis is mainly focused on the evaluation of errors, robustness to change in illumination and the computation cost required for each algorithm.
AB - Accurate estimation of disparity is one of the most active research area in computer vision. In the last few decades numerous algorithms have been invented to find disparity precisely. However, these inventions throws problem in selecting most appropriate one for the required application. A detailed analysis is mandatory to solve this kind of problem. The main objective of this paper is to empirically evaluate a set of well known correlation based stereo matching algorithms. A qualitative and quantitative analysis results will be useful for selecting the most appropriate algorithm for the given application. The presented analysis is mainly focused on the evaluation of errors, robustness to change in illumination and the computation cost required for each algorithm.
UR - http://www.scopus.com/inward/record.url?scp=84859595787&partnerID=8YFLogxK
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U2 - 10.1007/978-3-642-29280-4_29
DO - 10.1007/978-3-642-29280-4_29
M3 - Conference contribution
AN - SCOPUS:84859595787
SN - 9783642292798
VL - 7135 LNCS
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 244
EP - 252
BT - Advanced Computing, Networking and Security - International Conference, ADCONS 2011, Revised Selected Papers
T2 - International Conference on Advanced Computing, Networking and Security, ADCONS 2011
Y2 - 16 December 2011 through 18 December 2011
ER -