On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
Author:
Publisher
Public Library of Science (PLoS)
Subject
Multidisciplinary
Reference60 articles.
1. Fei-Fei L., Perona, P. A Bayesian Hierarchical Model for Learning Natural Scene Categories. In: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 20-26 June 2005, San Diego, CA, USA. IEEE Computer Society; 2005. p. 524–531. Available from: http://dx.doi.org/10.1109/CVPR.2005.16.
2. Dahlkamp H, Kaehler A, Stavens D, Thrun S, Bradski GR. Self-supervised Monocular Road Detection in Desert Terrain. In: Robotics: Science and Systems; 2006.
3. Walker R, Jackway P, Lovell B, Longstaff D. Classification Of Cervical Cell Nuclei Using Morphological Segmentation And Textural Feature Extraction. In: Australian New Zealand Conference on Intelligent Information Systems; 1994.
4. Radar Remote Sensing of Urban Areas. vol. 15 of Remote Sensing and Digital Image Processing;R Hänsch,2010
5. CVPR (1);PA Viola,2001
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