A Dual-Mode Similarity Search Accelerator based on Embedding Compression for Online Cross-Modal Image-Text Retrieval.
Yeo-Reum ParkJi-Hoon KimJaeyoung DoJoo-Young KimPublished in: FCCM (2022)
Keyphrases
- text retrieval
- similarity search
- image retrieval
- cross modal
- multimedia retrieval
- multimedia databases
- similarity measure
- metric space
- vector space
- image data
- document retrieval
- image features
- visual similarity
- distance function
- query processing
- image content
- high dimensional
- indexing techniques
- image classification
- low level
- high dimensional data
- image collections
- image database
- document collections
- image representation
- image annotation
- indexing structure
- content based retrieval
- knn
- retrieval systems
- r tree
- multi modal
- query expansion
- machine learning
- retrieval model
- co occurrence
- nearest neighbor
- visual information
- visual content
- visual features
- training data
- multimedia
- metadata