Unraveling Multimodality with Large Language Models.pdf
CONTENT BASED MEDICAL IMAGE INDEXING AND RETRIEVAL USING A FUZZY COMPACT COMPOSITE DESCRIPTOR
1. CONTENT BASED MEDICAL IMAGE INDEXING AND RETRIEVAL USING A FUZZY COMPACT COMPOSITE DESCRIPTOR Savvas Chatzichristofis and Yiannis Boutalis Department of Electrical & Computer Engineering Democritus University of Thrace – Greece Signal Processing, Pattern Recognition and Applications SPPRA 2009 Presenter: Savvas A. Chatzichristofis
11. Descriptor Implementation The procedure is repeated for all the Blocks. On the completion of the process, the descriptor's histograms bin values are normalized within the interval [0,1] To restrict the proposed descriptor storage requirements, the bin values of the descriptor are quantized for binary representation using a three bits/bin quantization. CONTENT BASED MEDICAL IMAGE INDEXING AND RETRIEVAL USING A FUZZY COMPACT COMPOSITE DESCRIPTOR 1. Auto brightness correction 2. Edge enhancement 3. Divided into 3X3 Blocks 4. Directionality Form n=2 5. Brightness Form m=3 6. Bin(19) is Activated