Umarani Jayaraman

About Umarani Jayaraman

Umarani Jayaraman, With an exceptional h-index of 14 and a recent h-index of 8 (since 2020), a distinguished researcher at Indian Institute of Technology Kanpur, specializes in the field of Biometrics, Image Processing and Pattern Recognition.

His recent articles reflect a diverse array of research interests and contributions to the field:

Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images

A Light Convolutional Neural Network Architecture for Cross-Spectral Face Recognition

Can we learn better with hard samples?

Melanoma classification from dermatoscopy images using knowledge distillation for highly imbalanced data

Recognition in the near infrared spectrum for face, gender and facial expressions

A Study on an Ensemble Model for Automatic Classification of Melanoma from Dermoscopy Images

Brain tumor segmentation using a hybrid multi resolution U-Net with residual dual attention and deep supervision on MR images

A technique to match highly similar 3D objects with an application to biomedical security

Umarani Jayaraman Information

University

Position

___

Citations(all)

523

Citations(since 2020)

247

Cited By

340

hIndex(all)

14

hIndex(since 2020)

8

i10Index(all)

16

i10Index(since 2020)

7

Email

University Profile Page

Indian Institute of Technology Kanpur

Google Scholar

View Google Scholar Profile

Umarani Jayaraman Skills & Research Interests

Biometrics

Image Processing and Pattern Recognition

Top articles of Umarani Jayaraman

Title

Journal

Author(s)

Publication Date

Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images

arXiv preprint arXiv:2401.01303

Subin Sahayam

Umarani Jayaraman

2024/1/2

A Light Convolutional Neural Network Architecture for Cross-Spectral Face Recognition

Nilu R Salim

Srinivasaraghavan Sundar

Tejas Sivan

Kongathi Mythri

Umarani Jayaraman

2023/6/8

Can we learn better with hard samples?

arXiv preprint arXiv:2304.03486

Subin Sahayam

John Zakkam

Umarani Jayaraman

2023/4/7

Melanoma classification from dermatoscopy images using knowledge distillation for highly imbalanced data

Computers in biology and medicine

Anil Kumar Adepu

Subin Sahayam

Umarani Jayaraman

Rashmika Arramraju

2023/3/1

Recognition in the near infrared spectrum for face, gender and facial expressions

Multimedia Tools and Applications

Nilu R Salim

Srinath V

Umarani Jayaraman

Phalguni Gupta

2022/1

A Study on an Ensemble Model for Automatic Classification of Melanoma from Dermoscopy Images

Anil Kumar Adepu

Subin Sahayam

Rashmika Arramraju

Umarani Jayaraman

2022/11/4

Brain tumor segmentation using a hybrid multi resolution U-Net with residual dual attention and deep supervision on MR images

Biomedical Signal Processing and Control

Subin Sahayam

Rahul Nenavath

Umarani Jayaraman

Surya Prakash

2022/9/1

A technique to match highly similar 3D objects with an application to biomedical security

Multimedia Tools and Applications

Akhilesh Mohan Srivastava

Arushi Jain

Priyanka Rotte

Surya Prakash

Umarani Jayaraman

2022/4

Detection of Cataract from Fundus Images Using Deep Transfer Learning

Subin Sahayam

J Silambarasan

Umarani Jayaraman

2021/12/3

Efficient similarity search on multidimensional space of biometric databases

Neurocomputing

Umarani Jayaraman

Phalguni Gupta

2021/9/10

Gender classification beyond visible spectrum using shallow convolution neural network

Nilu R Salim

N Sankaranarayanan

Umarani Jayaraman

2021/8/27

Multi-class glioma classification from mri images using 3d convolutional neural networks

Subin Sahayam

Umarani Jayaraman

Bhaskara Teja

2021

A Robust Fingerprint Alignment and Matching using Multiple Features.

Grenze International Journal of Engineering & Technology (GIJET)

Umarani Jayaraman

Vandana Dixit Kaushik

P Gupta

2020/1/1

A novel modified U-shaped 3-D capsule network (MUDCap3) for stroke lesion segmentation from brain MRI

Subin Sahayam

A Abirami

Umarani Jayaraman

2020/12/3

Near Infrared Face Recognition using End to End Light Convolution Neural Network

Nilu R Salim

Umarani Jayaraman

Srinivasaraghavan Sundar

Tejas Sivan

Kongathi Mythri

2020/12/3

Face recognition in the dark: a unified approach for NIR-VIS and VIS-NIR face matching

Nilu R Salim

Umarani Jayaraman

V Srinath

2020/12/3

Recent development in face recognition

Neurocomputing

Umarani Jayaraman

Phalguni Gupta

Sandesh Gupta

Geetika Arora

Kamlesh Tiwari

2020/9/30

Method to classify skin lesions using dermoscopic images

arXiv e-prints

Hemanth Nadipineni

2020/8

See List of Professors in Umarani Jayaraman University(Indian Institute of Technology Kanpur)