A comparison of deep learning models for end-to-end face-based video retrieval in unconstrained videos.
Gioele CiaparroneLeonardo ChiariglioneRoberto TagliaferriPublished in: Neural Comput. Appl. (2022)
Keyphrases
- end to end
- video retrieval
- learning models
- video database
- video indexing
- key frames
- video content
- video data
- video search
- video collections
- video clips
- video shots
- semantic video retrieval
- machine learning
- learning algorithm
- machine learning algorithms
- semantic concept detection
- semi supervised learning
- learning problems
- video sequences
- loss function
- video analysis
- visual features
- classification models
- concept detection
- video streams
- low level features
- conditional random fields
- learning tasks
- probabilistic model
- training data