102 citations · 102 across the 2 of their papers we have counts for
3 papers
Adaptive Signal Variances: CNN Initialization Through Modern Architectures
Takahiko Henmi, Esmeraldo Ronnie Rey Zara, Yoshihiro Hirohashi +1
Deep convolutional neural networks (CNN) have achieved the unwavering confidence in its performance on image processing tasks. The CNN architecture constitutes a variety of differe…
Frank-Wolfe algorithm for learning SVM-type multi-category classifiers
Kenya Tajima, Yoshihiro Hirohashi, Esmeraldo Ronnie Rey Zara +1
Multi-category support vector machine (MC-SVM) is one of the most popular machine learning algorithms. There are lots of variants of MC-SVM, although different optimization algorit…
New Descriptor for Glomerulus Detection in Kidney Microscopy Image
Tsuyoshi Kato, Raissa Relator, Hayliang Ngouv +3
Glomerulus detection is a key step in histopathological evaluation of microscopy images of kidneys. However, the task of automatic detection of glomeruli poses challenges due to th…