|
Web
Education
An enhanced thermal face recognition method based on ...
In this paper, an enhanced thermal face recognition approach based on Multiscale Complex Fusion for Gabor coefficients (MCFG) is proposed. Initially, the Complex Gabor Jet Descriptor (CGJD) is acquired based on the block mean and standard deviation generated from the magnitude, phase, real and imaginary parts of Gabor coefficients....
A Comparative Study of Human Thermal Face Recognition ...
In this paper, a comparative study of thermal face recognition methods is discussed and implemented. In this study two local-matching techniques, one based on Haar wavelet and the other based on Local Binary Pattern, are analyzed. Firstly, human thermal face images are preprocessed and cropped the face region only, from the entire face images....
 Multimodal Face Recognition using Hybrid Correlation Filters
most popular methods for image fusion because of its localization and multi-resolution property [8 9]. This article introduces novel hybrid correlation filters for face recognition in IR and visible spectrum. In the proposed approach, wavelet based image fusion is used to fuse the face images of a person in visible and IR spectrum....
Wavelet-based multispectral face recognition
nation power of face images. Fig.4 shows the comparative face recognition perfor-mance of the original visible images, image fusion in the wavelet domain[3] and the proposed wavelet-based fusion method. The proposed method performs better than the other two methods. In particular, when a fixed false match rate...
Infrared and visible image fusion for face recognition
Considerable progress has been made in face recognition research over the last decade especially with the development of powerful models of face appearance (i.e., eigenfaces). Despite the variety of approaches and tools studied, however, face recognition is not accurate or robust enough to be deployed in uncontrolled environments. Recently, a number of studies have shown that infrared (IR ......
Wavelet-Based Visible and Infrared Image Fusion: A ...
Hence, the main challenge with wavelet-based fusion schemes lies on finding the best setup for both, the image decomposition approach (i.e., number of levels, wavelet family and its configurations) and the fusion strategy to merge the information from decomposed images into a single representation (e.g., min, max, mean, rand, etc., from the two ......
A Case Study on Various Preprocessing Methods and their ...
classifier. In [8] proposed algorithm to image fusion between the visible and thermal IR face images based on a-torus wavelet transform and random forest (RF). In [9] face recognition system was introduced using random forests as a classifier with Histograms of oriented gradients as feature...
dblp: Mahantapas Kundu
Quotient Based Multiresolution Image Fusion of Thermal and Visual Images Using Daubechies Wavelet Transform for Human Face Recognition. ... Fusion of Wavelet Coefficients from Visual and Thermal Face Images for Human Face Recognition - A Comparative Study. CoRR abs/1007.0626 (2010) [i6]...
GitHub - ChanChiChoi/awesome-Face_Recognition: papers ...
Face recognition 2008 【Dataset】【LFW】Huang G B, Mattar M, Berg T, et al. Labeled faces in the wild: A database forstudying face recognition in unconstrained environments[C]//Workshop on faces in'Real-Life'Images: detection, alignment, and recognition. 2008. R. Sala Llonch, E. Kokiopoulou, I. Tosic, P. Frossard .3D Face Recognition with Sparse Spherical Representations.[J] arXiv prepri...
Assessment of Time-Lapse in Visible and Thermal Face ...
a year. In [7] the comparative study between visible and infrared imagery for face recognition is conducted. It is shown that temperature variation in thermal images affects the accuracy of system as the external light do on visible images. In [8] thermal face recognition over time, has been studied and...
|
