The paper proposes a temporal filtering technique for the disparity measurements generated by area-based stereo-matching algorithms. The technique improves temporal consistency of disparity measurements by reducing the matching errors due to noise affecting the imaging system. Moreover, the technique is capable of increasing the number of correct matches by locating uncertain measurements with a criterion based on statistical assumptions that has proven to be more accurate and selective than those relying on texture operators only which are typically deployed with standard area-based stereo algorithms. © 2001 IEEE.
Temporal filtering of disparity measurements / Di Stefano L.; Mattoccia S.; Neri G.; Piccinni D.. - ELETTRONICO. - (2001), pp. 956999.145-956999.150. (Intervento presentato al convegno 11th International Conference on Image Analysis and Processing, ICIAP 2001 tenutosi a Palermo, ita nel 2001) [10.1109/ICIAP.2001.956999].
Temporal filtering of disparity measurements
Di Stefano L.;Mattoccia S.;Neri G.;
2001
Abstract
The paper proposes a temporal filtering technique for the disparity measurements generated by area-based stereo-matching algorithms. The technique improves temporal consistency of disparity measurements by reducing the matching errors due to noise affecting the imaging system. Moreover, the technique is capable of increasing the number of correct matches by locating uncertain measurements with a criterion based on statistical assumptions that has proven to be more accurate and selective than those relying on texture operators only which are typically deployed with standard area-based stereo algorithms. © 2001 IEEE.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
