TY - GEN
T1 - Stereo matching using adaptive windows and correlation filtering
AU - Hernández-Beltrán, José Enrique
AU - Diáz-Ramírez, Víctor H.
AU - Juarez-Salazar, Rigoberto
N1 - Publisher Copyright:
© 2018 SPIE.
PY - 2018
Y1 - 2018
N2 - Stereo matching is challenging due to the presence of perspective distortions and noise. Commonly, stereo matching algorithms utilize local matching techniques to determine the correspondence of two pixels of the same point in a scene. This work presents a stereo matching algorithm based on locally-adaptive windows and correlation filtering. The proposed algorithm estimates the disparity of each pixel by matching an adaptive sliding-window obtained from the left image in the right image of the stereo pair. Computer simulation results obtained with the proposed algorithm are analyzed and discussed by processing pairs of stereo images.
AB - Stereo matching is challenging due to the presence of perspective distortions and noise. Commonly, stereo matching algorithms utilize local matching techniques to determine the correspondence of two pixels of the same point in a scene. This work presents a stereo matching algorithm based on locally-adaptive windows and correlation filtering. The proposed algorithm estimates the disparity of each pixel by matching an adaptive sliding-window obtained from the left image in the right image of the stereo pair. Computer simulation results obtained with the proposed algorithm are analyzed and discussed by processing pairs of stereo images.
KW - Correlation filtering
KW - Disparity estimation
KW - Image processing
KW - Locally-adaptive windows
KW - Stereo vision
UR - http://www.scopus.com/inward/record.url?scp=85054615614&partnerID=8YFLogxK
U2 - 10.1117/12.2322043
DO - 10.1117/12.2322043
M3 - Contribución a la conferencia
AN - SCOPUS:85054615614
SN - 9781510620735
T3 - Proceedings of SPIE - The International Society for Optical Engineering
BT - Optics and Photonics for Information Processing XII
A2 - Iftekharuddin, Khan M.
A2 - Diaz-Ramirez, Victor H.
A2 - Vazquez, Mireya Garcia
A2 - Awwal, Abdul A. S.
A2 - Marquez, Andres
PB - SPIE
T2 - Optics and Photonics for Information Processing XII 2018
Y2 - 19 August 2018 through 20 August 2018
ER -