Image Segmentation Assessment from the Perspective of a Higher Level Task

A meta-learning approach for selecting image segmentation algorithm

“…Image segmentation is one of the most studied problems in computer science [15,42] . Besides, it is also one of the most challenging tasks to be automatically performed [12,33,34,43] .…”

“…Besides, it is also one of the most challenging tasks to be automatically performed [12,33,34,43] . As stated by [15] , segmentation is usually a step in an image processing chain or pipeline. When the image segmentation step is inadequate, it harms the performance of the whole pipeline.…”

Classificação de imagens de plâncton usando múltiplas segmentações

“…Um método para a avaliação de segmentações a partir da acurácia da classicação, visando a escolha de um método de segmentação a ser usado no pipeline de classicação de imagens de plâncton. Esse método resultou em um artigo (Fernandez et al, 2015), apresentado no SIBGRAPI 2015 (Conference on Graphics, Patterns and Images).…”