Literature DB >> 22523465

Clothing Matching for Visually Impaired Persons.

Shuai Yuan1, Yingli Tian, Aries Arditi.   

Abstract

Matching clothes is a challenging task for many blind people. In this paper, we present a proof of concept system to solve this problem. The system consists of 1) a camera connected to a computer to perform pattern and color matching process; 2) speech commands for system control and configuration; and 3) audio feedback to provide matching results for both color and patterns of clothes. This system can handle clothes in deficient color without any pattern, as well as clothing with multiple colors and complex patterns to aid both blind and color deficient people. Furthermore, our method is robust to variations of illumination, clothing rotation and wrinkling. To evaluate the proposed prototype, we collect two challenging databases including clothes without any pattern, or with multiple colors and different patterns under different conditions of lighting and rotation. Results reported here demonstrate the robustness and effectiveness of the proposed clothing matching system.

Entities:  

Year:  2011        PMID: 22523465      PMCID: PMC3328861          DOI: 10.3233/TAD-2011-0313

Source DB:  PubMed          Journal:  Technol Disabil        ISSN: 1055-4181


  7 in total

1.  Radon transform orientation estimation for rotation invariant texture analysis.

Authors:  Kourosh Jafari-Khouzani; Hamid Soltanian-Zadeh
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2005-06       Impact factor: 6.226

2.  Robust rotation-invariant texture classification using a model based approach.

Authors:  Patrizio Campisi; Alessandro Neri; Gianpiero Panci; Gaetano Scarano
Journal:  IEEE Trans Image Process       Date:  2004-06       Impact factor: 10.856

3.  Rotation and gray-scale transform-invariant texture classification using spiral resampling, subband decomposition, and hidden Markov model.

Authors:  W R Wu; S C Wei
Journal:  IEEE Trans Image Process       Date:  1996       Impact factor: 10.856

4.  Wavelet-based rotational invariant roughness features for texture classification and segmentation.

Authors:  Dimitrios Charalampidis; Takis Kasparis
Journal:  IEEE Trans Image Process       Date:  2002       Impact factor: 10.856

5.  Rotation-invariant texture classification using a complete space-frequency model.

Authors:  G M Haley; B S Manjunath
Journal:  IEEE Trans Image Process       Date:  1999       Impact factor: 10.856

6.  Multiresolution histograms and their use for recognition.

Authors:  Efstathios Hadjidemetriou; Michael D Grossberg; Shree K Nayar
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2004-07       Impact factor: 6.226

7.  Visual impairment and functional status from the 1995 National Health Interview Survey on Disability.

Authors:  Mark W Swanson; Gerald McGwin
Journal:  Ophthalmic Epidemiol       Date:  2004-07       Impact factor: 1.648

  7 in total
  4 in total

1.  Robust and Effective Component-based Banknote Recognition for the Blind.

Authors:  Faiz M Hasanuzzaman; Xiaodong Yang; Yingli Tian
Journal:  IEEE Trans Syst Man Cybern C Appl Rev       Date:  2011-04-15

Review 2.  [Electronic vision aids : New options for rehabilitation of the visually impaired].

Authors:  N Celik; K Rohrschneider
Journal:  Ophthalmologe       Date:  2018-07       Impact factor: 1.059

3.  Detecting Signage and Doors for Blind Navigation and Wayfinding.

Authors:  Shuihua Wang; Xiaodong Yang; Yingli Tian
Journal:  Netw Model Anal Health Inform Bioinform       Date:  2013-07-01

4.  Recognizing Clothes Patterns for Blind People by Confidence Margin based Feature Combination.

Authors:  Xiaodong Yang; Shuai Yuan; YingLi Tian
Journal:  Proc ACM Int Conf Multimed       Date:  2011
  4 in total

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