Few-Shot Adaptive Detection of Objects of Concern Using Generative Models with Negative Retraining.
Nikolaos DionelisMehrdad YaghoobiSotirios A. TsaftarisPublished in: ICTAI (2021)
Keyphrases
- generative model
- detection algorithm
- mixture model
- probabilistic model
- discriminative models
- object parts
- hierarchical hidden markov models
- visual patterns
- discriminative learning
- partial occlusion
- em algorithm
- bounding box
- object categories
- semi supervised
- topic models
- object detection
- d objects
- prior knowledge
- maximum entropy principle
- spatial relations
- video data
- maximum entropy
- expectation maximization
- video sequences
- image processing
- conditional random fields
- learning algorithm
- discriminative methods
- computer vision