Bull sperm tracking and machine learning-based motility classification

P Hidayatullah, TLER Mengko, R Munir… - IEEE Access, 2021 - ieeexplore.ieee.org
Sperm motility measurement using computer assisted sperm analysis (CASA) has been
widely accepted as a substitute for manual measurement but still faces several challenges …

[HTML][HTML] DeepSperm: A robust and real-time bull sperm-cell detection in densely populated semen videos

P Hidayatullah, X Wang, T Yamasaki… - Computer Methods and …, 2021 - Elsevier
Abstract Background and Objective: Object detection is a primary research interest in
computer vision. Sperm-cell detection in a densely populated bull semen microscopic …

A semiautomatic sperm cell data annotator for convolutional neural network

P Hidayatullah, TER Mengko, R Munir… - 2019 5th International …, 2019 - ieeexplore.ieee.org
Convolutional Neural Network (CNN) is one of deep learning methods which is very
powerful for solving image processing and computer vision problems. The powerfulness of …