Why Do Deep Neural Networks Still Not Recognize These Images?: A Qualitative Analysis on Failure Cases of ImageNet Classification.
Han S. LeeAlex A. AgarwalJunmo KimPublished in: CoRR (2017)
Keyphrases
- qualitative analysis
- neural network
- image collections
- image classification
- pattern recognition
- quantitative analysis
- image analysis
- image data
- object recognition
- image database
- input image
- image registration
- text classification
- image retrieval
- image features
- three dimensional
- test images
- automatic recognition
- pigmented skin lesions
- computer vision
- feature selection
- support vector
- classification accuracy
- similarity measure
- image annotation
- skin lesion
- image search
- object categories
- content analysis
- image representation
- feature vectors
- image regions
- segmentation algorithm
- feature extraction
- image segmentation
- visual features
- multi layer perceptron
- decision trees
- collaborative learning
- training set