Deep Vision-Language Model for Efficient Multi-modal Similarity Search in Fashion Retrieval.
Gianluca MoroStefano SalvatoriPublished in: SISAP (2022)
Keyphrases
- multi modal
- similarity search
- language model
- indexing structure
- efficient indexing
- high dimensional
- retrieval model
- multimedia databases
- document retrieval
- language modeling
- query expansion
- indexing techniques
- test collection
- ad hoc information retrieval
- information retrieval
- n gram
- vector space
- similarity queries
- distance function
- cross modal
- relevance model
- query processing
- query terms
- computer vision
- probabilistic model
- smoothing methods
- high dimensional data
- text retrieval
- document ranking
- image annotation
- image database
- content based retrieval
- audio visual
- video search
- knn
- retrieval systems
- similarity measure
- nearest neighbor
- information retrieval systems
- retrieval effectiveness
- image data
- document collections
- relevant documents
- multimedia