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The INface toolbox v2.0 for illumination invariant face recognition

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important script information
company name:
Vitomir Struc
license: Shareware
minimum requirements: MATLAB 7.5 (R2007b)
functional limitations:
The INface toolbox v2.0 for illumination invariant face recognition description


The INFace (Illumination Normalization techniques for robust Face recognition) toolbox v2.0 is a collection of Matlab functions and scripts intended to help researchers working in the field of face recognition. The toolbox was produced as a byproduct of my research work and is freely available for download.The INface toolbox v2.0 includes implementations of the following photometric normalization techniques: the single-scale-retinex algorithm, the multi-scale-retinex algorithm, the single-scale self quotient image, the multi-scale self quotient image, the homomorphic-filtering-based normalization technique, a wavelet-based normalization technique, a wevelet-denoising-based normalization technique, the isotropic diffusion-based normalization technique, the anisotropic-diffusion-based normalization technique, the non-local means-based normalization technique, the adaptive non-local-means-based normalization technique, the DCT-based normalization technique, a normalization technique based on steerable filters, a modified version of the anisotropic diffusion-based normalization technique, the Gradientfaces approach, the Weberfaces approach, the multi-scale Weberfaces approach, the Tan and Triggs normalization technique and the large and small scale features normalization technique.In addition to the listed techniques there are also a number of histogram manipulation functions included in the toolbox, which can be useful for the task of illumination invariant face recognition.



Relates:
Based - Version - Filters - Modified - Steerable - Gradientfaces - Anisotropic - Dctbased - Nonlocalmeansbased - Diffusionbased
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downloads 6
version 1.0
size in Kb 717
popularity   
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user rating 5/10
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