… region of interest (ROI) for palm print technology. First some of the existing methods for palm
print identification … Then focus has been given on extraction of a suitable smaller region from …

… Most conventional methods of palm region extraction assume that all … palmprint recognition
system. Addressing the above problem, this paper proposes a novel palm region extraction …

… model [57] in feature extraction and an SVM classifier for palmprint identification. In this way,
… features extracted by a deep learning technique. Since they used the ROI extraction method …

… With the identified regions, our study analyzes the matching … with the conventional palmprint
matching approaches and … such region employed four state-of-the-art feature extraction …

… palmprint feature extraction, it is required to segment the region of interest (ROI) [32] of
palmprint … In this section, we conduct both palmprint verification and palmprint identification …

… These center coordinates are used to extract a circular palmprint region of fixed size from
the composite hand image. The steps of this method can also be seen in the figure 2. …

… is not good enough, (iii) extracting speed can be faster. To address the above … extract
palmprint ROI using convolutional neural net. First, we present a new CNN to identify the palmprint …

… palmprint identification and verification. Firstly, a comparative study of palmprint feature
extraction is … is divided into three regions, namely finger-root region I, inside region II and outside …

… developed algorithms only extracted a small part of the palmprint region. Due to this …
identification have been neglected. In this research, a modified algorithm for extracting the palmprint …

… It is worth noting that currently, the creases-based identification is still not common. … extract
crease features from two regions. The first region of interest (ROI) is in the hypothenar region, …