Image Retrieval, Object Recognition, and Discriminative Models.
Thomas DeselaersPublished in: Ausgezeichnete Informatikdissertationen (2008)
Keyphrases
- visual features
- language modeling
- image features
- object detection
- unsupervised learning
- machine learning
- discriminative models
- complex domains
- image matching
- object categorization
- image content
- labeled data
- discriminative learning
- image statistics
- image annotation
- probabilistic boosting tree
- generative model
- relevance feedback
- object class
- conditional random fields
- natural images
- visual words
- probabilistic model
- computer vision
- object categories
- image representation
- learning tasks
- low level features
- semi supervised
- object recognition
- image retrieval
- semi supervised learning