Introducing One Sided Margin Loss for Solving Classification Problems in Deep Networks

no code implementations • 2 Jun 2022 • Ali Karimi, Zahra Mousavi Kouzehkanan, Reshad Hosseini, Hadi Asheri

OSM has consistently shown better classification accuracies over cross-entropy and hinge losses for small to large neural networks.

Classification Optical Character Recognition +1

Easy-GT: Open-Source Software to Facilitate Making the Ground Truth for White Blood Cells Nucleus

no code implementations • 27 Jan 2021 • Zahra Mousavi Kouzehkanan, Sajad Tavakoli, Arezoo Alipanah

The nucleus of white blood cells (WBCs) plays a significant role in their detection and classification.

Contour Integration using Graph-Cut and Non-Classical Receptive Field

1 code implementation • 27 Oct 2020 • Zahra Mousavi Kouzehkanan, Reshad Hosseini, Babak Nadjar Araabi

Many edge and contour detection algorithms give a soft-value as an output and the final binary map is commonly obtained by applying an optimal threshold.

Contour Detection