Towards Codebook-Free Deep Probabilistic Quantization for Image Retrieval.
Min WangWengang ZhouXin YaoQi TianHouqiang LiPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2024)
Keyphrases
- image retrieval
- image representation
- visual words
- vector quantization
- image database
- probabilistic logic
- quantization error
- feature vectors
- visual features
- bag of words
- retrieval accuracy
- cbir systems
- information theoretic
- generative model
- relevance feedback
- bayesian networks
- distortion measure
- nearest neighbor search
- tree structured vector quantization
- retrieval method
- visual content
- belief networks
- image collections
- probabilistic model
- object recognition