Facial-sketch synthesis: a new challenge

DP Fan, Z Huang, P Zheng, H Liu, X Qin… - Machine Intelligence …, 2022 - Springer
This paper aims to conduct a comprehensive study on facial-sketch synthesis (FSS).
However, due to the high cost of obtaining hand-drawn sketch datasets, there is a lack of a …

Recent advances in face biometrics with Gabor wavelets: A review

A Serrano, IM de Diego, C Conde, E Cabello - Pattern Recognition Letters, 2010 - Elsevier
In this paper we focus on the great outburst of Gabor-based methods for face biometrics
occurred in the last few years. Analytical approaches rely on the representation of a face …

Face sketch–photo synthesis and retrieval using sparse representation

X Gao, N Wang, D Tao, X Li - … on circuits and systems for video …, 2012 - ieeexplore.ieee.org
Sketch-photo synthesis plays an important role in sketch-based face photo retrieval and
photo-based face sketch retrieval systems. In this paper, we propose an automatic sketch …

Co-occurrence matrix and its statistical features as a new approach for face recognition

A Eleyan, H Demirel - Turkish Journal of Electrical …, 2011 - journals.tubitak.gov.tr
In this paper, a new face recognition technique is introduced based on the gray-level co-
occurrence matrix (GLCM). GLCM represents the distributions of the intensities and the …

Face recognition from multiple stylistic sketches: Scenarios, datasets, and evaluation

C Peng, X Gao, N Wang, J Li - Pattern Recognition, 2018 - Elsevier
Due to the great texture discrepancies between photos and sketches, matching face
sketches against mug shot photos is a challenging yet important topic in face recognition …

Face sketch-photo synthesis under multi-dictionary sparse representation framework

N Wang, X Gao, D Tao, X Li - 2011 Sixth International …, 2011 - ieeexplore.ieee.org
Sketch-photo synthesis is one of the important research issues of heterogeneous image
transformation. Some available popular synthesis methods, like locally linear embedding …

Face sketch-photo synthesis based on support vector regression

J Zhang, N Wang, X Gao, D Tao… - 2011 18th IEEE …, 2011 - ieeexplore.ieee.org
The existing face sketch-photo synthesis methods trend to lose some vital details more or
less. In this paper, we propose a novel sketch-photo synthesis approach based on support …

Analysis of variance of Gabor filter banks parameters for optimal face recognition

Á Serrano, IM de Diego, C Conde, E Cabello - Pattern Recognition Letters, 2011 - Elsevier
Gabor filter banks constitute a very robust tool to extract discriminant information from a
visual scene. After the now “classical” bank with 5 frequencies and 8 orientations proposed …

Separable linear discriminant analysis

J Zhao, LH Philip, L Shi, S Li - Computational Statistics & Data Analysis, 2012 - Elsevier
Linear discriminant analysis (LDA) is a popular technique for supervised dimension
reduction. Due to the curse of dimensionality usually suffered by LDA when applied to 2D …

Dynamic facial expression recognition using boosted component-based spatiotemporal features and multi-classifier fusion

X Huang, G Zhao, M Pietikäinen, W Zheng - Advanced Concepts for …, 2010 - Springer
Feature extraction and representation are critical in facial expression recognition. The facial
features can be extracted from either static images or dynamic image sequences. However …