… • We present a unified framework for the palmprint identification and use this framework to
… accurate and effective strategies for the palmprint identification. We also provide theoretical …

… Palmprint is one of the physiological characteristics that … in the palmprint recognition process
is the Region Of Interest … We identify properly the key points for 96%, 88% on CASIA and …

… a method of palmprint … region of interest (ROI) extraction of palmprint images which involve
transition and rotation. Firstly, binary of palmprint image is used to define the edge of palmprint…

… This work presents a region of interest segmentation algorithm for … The aim of this work
was to detect palm print region of interest … With increasing interest in palm print identification, …

… with the size of valid palm print region), with the length of each arrow corresponding to the
sum of the gradient magnitudes near that direction within the region. The experiments in this …

… Fingerprint Identification … palmprint identification systems has lagged due to the limitations
of live-scan technologies for palmprints, large number of creases present in palmprints, and …

… novel method to extract a palmprint region of interest (ROI) from … this straight line and the
hand region, we can conclude that this … Bakshi, ‘‘Palmprint identification using an ensemble of …

… , is used to estimate the accuracy of the palmprint identification. To compare our method
with other coding methods for palmprint identification, we also implemented several state-ofthe-…

… identification system based on palmprint recognition. Palmprint is widely used in biometric-based
identification … the proposed personal identification based on palmprint recognition. The …

… Our contribution is able to build a complete palmprints identification system. Our following
experiments have been performed on an AMD Dual Core Processor system running Matlab …