Understand Scene Categories by Objects: A Semantic Regularized Scene Classifier Using Convolutional Neural Networks.
Yiyi LiaoSarath KodagodaYue WangLei ShiYong LiuPublished in: CoRR (2015)
Keyphrases
- scene categories
- scene classification
- scene recognition
- scene categorization
- scene images
- image representation
- natural scenes
- convolutional neural networks
- spatial layout
- object recognition
- scene understanding
- object categories
- image database
- image classification
- category specific
- visual words
- biologically inspired
- color descriptors
- natural images
- appearance features
- training data
- object classes
- feature space
- d objects
- object detection
- bag of features
- semantic space
- feature selection
- indoor scenes
- bag of words
- object segmentation
- image regions
- training examples
- text extraction
- co occurrence
- image patches
- computer vision
- complex background
- object detectors