A novel comparative study using multi-resolution transforms and convolutional neural network (CNN) for contactless palm print verification and identification.
Firat HardalaçHüseyin YasarAnil AkyelUgurhan KutbayPublished in: Multim. Tools Appl. (2020)
Keyphrases
- convolutional neural network
- comparative study
- palmprint
- person identification
- multiresolution
- face detection
- coarse to fine
- biometric systems
- feature extraction
- neural network
- discrete wavelet transform
- recognition algorithm
- gabor filters
- equal error rate
- personal identification
- region of interest
- low resolution
- spatial domain
- object detection
- wavelet transform
- texture analysis
- hand geometry
- subband
- biometric identification
- dominant orientation
- local binary pattern
- signature verification
- filter bank
- face recognition