Semantic versus instance segmentation in microscopic algae detection

15 pags., 21 figs., 4 tabs.

Bibliographic Details
Authors: Ruiz-Santaquiteria, Jesús, Bueno, Gloria, Déniz, Óscar, Vallez, Noelia, Cristóbal, Gabriel
Format: article
Status:Versión aceptada para publicación
Publication Date:2019
Country:España
Institution:Consejo Superior de Investigaciones Científicas (CSIC)
Repository:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/223230
Online Access:http://hdl.handle.net/10261/223230
Access Level:Open access
Keyword:Microscopic algae identification
Deep learning diatom segmentation
Semantic segmentation
SegNet
Instance segmentation
Mask-RCNN
Description
Summary:15 pags., 21 figs., 4 tabs.