Deep Image Aesthetics Classification using Inception Modules and Fine-tuning Connected Layer.
Xin JinJingying ChiSiwei PengYulu TianChaochen YeXiaodong LiPublished in: CoRR (2016)
Keyphrases
- fine tuning
- image classification
- image feature extraction
- image data
- input image
- single image
- image representation
- image analysis
- region of interest
- image content
- multiscale
- image retrieval
- image features
- classification accuracy
- edge detection
- preprocessing stage
- image segmentation
- feature selection
- extracting features
- extracted features
- test images
- pattern recognition
- similarity measure
- segmentation method
- high resolution
- feature extraction
- image processing
- decision trees
- image matching
- image regions
- bit rate
- object recognition
- image collections
- pixel values
- machine learning
- years ago
- supervised learning
- feature space
- textural features
- feature vectors
- confidence scores
- fine tuned
- support vector machine