TWO-WAY METRIC LEARNING WITH MAJORITY AND MINORITY SUBSETS FOR CLASSIFICATION OF LARGE EXTREMELY IMBALANCED FACE DATASET

(Received: 16-Jul.-2021, Revised: 12-Sep.-2021 , Accepted: 27-Sep.-2021)

Ashu Kaushik,Seba Susan

#Face recognition #Metric learning #VGG-Face #Deep learning #Imbalanced learning #Extremely imbalanced dataset

Abstract

UNCONSTRAINED EAR RECOGNITION USING TRANSFORMERS

(Received: 3-Aug.-2021, Revised: 5-Sep.-2021 , Accepted: 12-Sep.-2021)

Marwin B. Alejo

#Deep learning #Neural networks #Transformers #Vision transformer #Data-efficient image transformers #Ear recognition

Abstract

(Received: 28-Jun.-2021, Revised: 17-Aug.-2021 , Accepted: 19-Aug.-2021)

Nikita Singhal,Vaishali Ganganwar,Menka Yadav,Asha Chauhan,Mahender Jakhar,Kareena Sharma

#Face recognition #Local binary pattern #Convolutional neural networks #Principal component analysis #Histogram of oriented gradient

Abstract

(Received: 8-Mar.-2021, Revised: 8-May-2021 , Accepted: 22-May-2021)

Ahmad T. Al-Taani*,Sadeem T. Ahmad

#Residual networks #Deep learning #Deep neural networks #Arabic handwritten characters #Characters recognition

Abstract