Deep image aesthetics classification using inception modules and fine-tuning connected layer.
Xin JinJingying ChiSiwei PengYulu TianChaochen YeXiaodong LiPublished in: WCSP (2016)
Keyphrases
- fine tuning
- image classification
- image content
- single image
- image representation
- input image
- image features
- pattern recognition
- image analysis
- image feature extraction
- image data
- hyperspectral images
- segmentation method
- image segmentation
- extracting features
- fine tune
- feature extraction
- image retrieval
- image collections
- image processing
- image regions
- preprocessing stage
- multiscale
- classification accuracy
- text classification
- similarity measure
- test images
- high resolution
- textural features
- feature vectors
- feature selection
- machine learning
- extracted features
- multi layer
- image search
- region of interest
- image matching
- class labels
- segmentation algorithm
- feature space
- training set