Complex Wavelet Transform-Based Face Recognition

Expression robust three-dimensional face recognition based on gaussian filter and dual-tree complex wavelet transform

Face Recognition Using Dual Tree Complex Wavelet Transform

We propose a novel face recognition using Dual Tree Complex Wavelet Transform (DTCWT), which is used to extract features from face images. The Complex Wavelet Transform is a tool that uses a dual tree of wavelet filters to find the real and imaginary parts of complex wavelet coefficients. The DT-CWT is, however, less redundant and computationally efficient. CWT is a relatively recent enhancemen...

K Jaya Priya and R S Rajesh: a Hybrid Face Recognition Approach Using Local Fusion of Complex Dual-tree Wavelet Coefficients and Ridgelet Transform 186 a Hybrid Face Recognition Approach Using Local Fusion of Complex Dual-tree Wavelet Coefficients and Ridgelet Transform

In this paper, we propose novel face recognition method based on local appearance feature extraction using hybrid mode of local ridgelet and fused dual-tree complex wavelet transform (DT-CWT). It provides a local multiscale description of images with good directional selectivity, effective edge representation and invariance to shifts and in-plane rotations. In the dual-tree implementation, two ...

K Jaya Priya and R S Rajesh: a Hybrid Face Recognition Approach Using Local Fusion of Complex Dual-tree Wavelet Coefficients and Ridgelet Transform

In this paper, we propose novel face recognition method based on local appearance feature extraction using hybrid mode of local ridgelet and fused dual-tree complex wavelet transform (DT-CWT). It provides a local multiscale description of images with good directional selectivity, effective edge representation and invariance to shifts and in-plane rotations. In the dual-tree implementation, two ...

Dual Tree Complex Wavelet Transform based Face Recognition with Single View

In this paper, we propose a novel local appearance feature extraction method based on multi-resolution Dual Tree Complex Wavelet Transform (DT-CWT). Each face is described by a subset of band filtered images containing block-based DT-CWT coefficients. These coefficients characterize the face texture. The block based mean and variance of complex wavelet coefficients are used to describe the face...