Ismat Ara Reshma

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 5

Top Topics

Automatic Image Annotation

Class Distribution

Image Annotation

Top Venues

CLEF (Working Notes)

Publications

Ismat Ara Reshma, Josiane Mothe, Sylvain Cussat-Blanc, Hervé Luga, Camille Franchet, Margot Gaspard, Pierre Brousset, Radu Tudor Ionescu
A Study on the Impact of Class Distribution on Deep Learning - The Case of Histological Images and Cancer Detection - Extended Abstract. CIRCLE (2022)
Ismat Ara Reshma, Camille Franchet, Margot Gaspard, Radu Tudor Ionescu, Josiane Mothe, Sylvain Cussat-Blanc, Hervé Luga, Pierre Brousset
Finding a Suitable Class Distribution for Building Histological Images Datasets Used in Deep Model Training - The Case of Cancer Detection. J. Digit. Imaging 35 (5) (2022)
Ismat Ara Reshma, Sylvain Cussat-Blanc, Radu Tudor Ionescu, Hervé Luga, Josiane Mothe
Natural vs balanced distribution in deep learning on whole slide images for cancer detection. SAC (2021)
Ismat Ara Reshma, Sylvain Cussat-Blanc, Radu Tudor Ionescu, Hervé Luga, Josiane Mothe
Natural vs Balanced Distribution in Deep Learning on Whole Slide Images for Cancer Detection. CoRR (2020)
Sonia Mejbri, Camille Franchet, Ismat Ara Reshma, Josiane Mothe, Pierre Brousset, Emmanuel Faure
Deep Analysis of CNN Settings for New Cancer Whole-slide Histological Images Segmentation: The Case of Small Training Sets. BIOIMAGING (2019)
Ismat Ara Reshma, Md Zia Ullah, Masaki Aono
KDEVIR at ImageCLEF 2014 Scalable Concept Image Annotation Task: Ontology based Automatic Image Annotation. CLEF (Working Notes) (2014)
Ismat Ara Reshma, Md Zia Ullah, Masaki Aono
KDEVIR at ImageCLEF 2013 Image Annotation Subtask. CLEF (Working Notes) (2013)