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Supervised evaluation of image segmentation and object proposal techniques

Autor
Pont, J.; Marques, F.
Tipus d'activitat
Article en revista
Revista
IEEE transactions on pattern analysis and machine intelligence
Data de publicació
2016-07-01
Volum
38
Número
7
Pàgina inicial
1465
Pàgina final
1478
DOI
https://doi.org/10.1109/TPAMI.2015.2481406 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/91116 Obrir en finestra nova
URL
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7274729 Obrir en finestra nova
Resum
This paper tackles the supervised evaluation of image segmentation and object proposal algorithms. It surveys, structures, and deduplicates the measures used to compare both segmentation results and object proposals with a ground truth database; and proposes a new measure: the precision-recall for objects and parts. To compare the quality of these measures, eight state-of-the-art object proposal techniques are analyzed and two quantitative meta-measures involving nine state of the art segmentati...
Citació
Pont, J., Marques, F. Supervised evaluation of image segmentation and object proposal techniques. "IEEE transactions on pattern analysis and machine intelligence", 1 Juliol 2016, vol. 38, núm. 7, p. 1465-1478.
Paraules clau
Algorithms, Image segmentation, Meta-measures, Object proposals, Supervised evaluation
Grup de recerca
GPI - Grup de Processament d'Imatge i Vídeo
IDEAI-UPC Intelligent Data Science and Artificial Intelligence

Participants

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