Understand scene categories by objects: A semantic regularized scene classifier using Convolutional Neural Networks.
Yiyi LiaoSarath KodagodaYue WangLei ShiYong LiuPublished in: ICRA (2016)
Keyphrases
- scene categories
- scene classification
- scene recognition
- scene categorization
- scene images
- image representation
- natural scenes
- convolutional neural networks
- object recognition
- spatial layout
- scene understanding
- object categories
- image database
- image classification
- biologically inspired
- bag of features
- visual words
- object classes
- appearance features
- indoor scenes
- category specific
- feature space
- object detection
- color descriptors
- natural images
- training data
- probabilistic latent semantic analysis
- object detectors
- semantic space
- training set
- training examples
- man made
- complex scenes
- object class
- vision system
- low level features
- d scene
- image content
- image regions