The Importance of Color Spaces for Image Classification Using Artificial Neural Networks: A Review

[1]  Anil K. Jain,et al.  Artificial Neural Networks: A Tutorial , 1996, Computer.

[2]  Zenghui Wang,et al.  Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review , 2017, Neural Computation.

[3]  Michael Arens,et al.  Evaluating the Impact of Color Information in Deep Neural Networks , 2019, IbPRIA.

[4]  Patrik Kamencay,et al.  Classification of Wild Animals based on SVM and Local Descriptors , 2014 .

[5]  Bernhard Hill,et al.  Comparative analysis of the quantization of color spaces on the basis of the CIELAB color-difference formula , 1997, TOGS.

[6]  Qihao Weng,et al.  A survey of image classification methods and techniques for improving classification performance , 2007 .

[7]  Dinesh Kant Kumar,et al.  A novel color space of fundus images for automatic exudates detection , 2019, Biomed. Signal Process. Control..

[8]  Chun Yuan,et al.  ColorNet: Investigating the importance of color spaces for image classification , 2018, ACCV.

[9]  Georgios S. Paschos,et al.  Perceptually uniform color spaces for color texture analysis: an empirical evaluation , 2001, IEEE Trans. Image Process..

[10]  V. Sowmya,et al.  Dependency of Various Color and Intensity Planes on CNN Based Image Classification , 2017, SIRS.

[11]  Carlos Arce-Lopera,et al.  The Effect of Color Channel Representations on the Transferability of Convolutional Neural Networks , 2019, CVC.

[12]  Daniel Graupe,et al.  Principles of Artificial Neural Networks - 3rd Edition , 2013, Advanced Series in Circuits and Systems.

[13]  Wilson Castro,et al.  Classification of Cape Gooseberry Fruit According to its Level of Ripeness Using Machine Learning Techniques and Different Color Spaces , 2019, IEEE Access.

[14]  Aboul Ella Hassanien,et al.  Using machine learning techniques for evaluating tomato ripeness , 2015, Expert Syst. Appl..

[15]  Brian P. McLaughlin Colors and Color Spaces , 2000 .

[16]  Yong Yu,et al.  An intelligent fast sales forecasting model for fashion products , 2011, Expert Syst. Appl..

[17]  Jiasong Wu,et al.  PCANet for Color Image Classification in Various Color Spaces , 2017, ICCCS.

[18]  Weiming Hu,et al.  Patch-based skin color detection and its application to pornography image filtering , 2010, WWW '10.

[19]  I A Basheer,et al.  Artificial neural networks: fundamentals, computing, design, and application. , 2000, Journal of microbiological methods.

[20]  Arun Kumar Sangaiah,et al.  Deep feature learning for histopathological image classification of canine mammary tumors and human breast cancer , 2020, Inf. Sci..