Title :
Probabilistic retrieval: new insights and experimental results
Author :
Vasconcelos, Nuno ; Lippman, Andrew
Author_Institution :
Media Lab., MIT, Cambridge, MA, USA
Abstract :
We present new insights on the relations between a recently introduced probabilistic formulation of the content-based retrieval problem and standard solutions. New experimental results are presented, providing evidence that probabilistic retrieval has superior performance. Finally, a unified representation for texture and color is introduced
Keywords :
content-based retrieval; database theory; image colour analysis; image texture; probability; color; content-based retrieval; performance; probabilistic retrieval; texture; unified representation; Content based retrieval; Differential equations; Image databases; Image retrieval; Information retrieval; Laboratories; Linear discriminant analysis; Neural networks; Pattern recognition; Spatial databases;
Conference_Titel :
Content-Based Access of Image and Video Libraries, 1999. (CBAIVL '99) Proceedings. IEEE Workshop on
Conference_Location :
Fort Collins, CO
Print_ISBN :
0-7695-0034-X
DOI :
10.1109/IVL.1999.781125
