Umarani Jayaraman

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 16

Top Topics

Face Recognition

Geometric Hashing

Brain Tumor Segmentation

Top Venues

Publications

P. N. Karthikayan, Yoga Sri Varshan V, Hitesh Gupta Kattamuri, Umarani Jayaraman
Explainable AI: Comparative Analysis of Normal and Dilated ResNet Models for Fundus Disease Classification. CoRR (2024)
Subin Sahayam, Umarani Jayaraman
Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images. CoRR (2024)
Yoga Sri Varshan V, Subin Sahayam, Umarani Jayaraman
An Algorithm to Calculate Retinal Vessel Diameter in Fundus Images. ICVGIP (2023)
Subin Sahayam, John Zakkam, Umarani Jayaraman
Can we learn better with hard samples? CoRR (2023)
Anil Kumar Adepu, Subin Sahayam, Umarani Jayaraman, Rashmika Arramraju
Melanoma classification from dermatoscopy images using knowledge distillation for highly imbalanced data. Comput. Biol. Medicine 154 (2023)
Akhilesh M. Srivastava, Arushi Jain, Priyanka Rotte, Surya Prakash, Umarani Jayaraman
A technique to match highly similar 3D objects with an application to biomedical security. Multim. Tools Appl. 81 (10) (2022)
Anil Kumar Adepu, Subin Sahayam, Rashmika Arramraju, Umarani Jayaraman
A Study on an Ensemble Model for Automatic Classification of Melanoma from Dermoscopy Images. CVIP (1) (2022)
Subin Sahayam, Rahul Nenavath, Umarani Jayaraman, Surya Prakash
Brain tumor segmentation using a hybrid multi resolution U-Net with residual dual attention and deep supervision on MR images. Biomed. Signal Process. Control. 78 (2022)
Nilu R. Salim, Srinath V., Umarani Jayaraman, Phalguni Gupta
Recognition in the near infrared spectrum for face, gender and facial expressions. Multim. Tools Appl. 81 (3) (2022)
Umarani Jayaraman, Phalguni Gupta
Efficient similarity search on multidimensional space of biometric databases. Neurocomputing 452 (2021)
Nilu R. Salim, M. Yasolakshmi Sri, Umarani Jayaraman
Masked Face Detection for Effective COVID-19 Containment: A Light Convolution Neural Network Based Model. PReMI (2021)
Subin Sahayam, Tutturu Lakshmi Manasa, Umarani Jayaraman
Ensemble Models for Multi-class Classification of Diabetic Retinopathy. PReMI (2021)
Subin Sahayam, J. Silambarasan, Umarani Jayaraman
Detection of Cataract from Fundus Images Using Deep Transfer Learning. CVIP (1) (2021)
Subin Sahayam, Umarani Jayaraman, Bhaskara Teja
Multi-class Glioma Classification from MRI Images Using 3D Convolutional Neural Networks. CVIP (1) (2020)
Umarani Jayaraman, Phalguni Gupta, Sandesh Gupta, Geetika Arora, Kamlesh Tiwari
Recent development in face recognition. Neurocomputing 408 (2020)
Subin Sahayam, Nanda H. Krishna, Umarani Jayaraman
Brain Tumour Segmentation on MRI Images by Voxel Classification Using Neural Networks, and Patient Survival Prediction. BrainLes@MICCAI (1) (2019)
Umarani Jayaraman, Aman Kishore Gupta, Phalguni Gupta
Boosted geometric hashing based indexing technique for finger-knuckle-print database. Inf. Sci. 275 (2014)
Umarani Jayaraman, Aman Kishore Gupta, Phalguni Gupta
An efficient minutiae based geometric hashing for fingerprint database. Neurocomputing 137 (2014)
Umarani Jayaraman, Surya Prakash, Phalguni Gupta
Use of geometric features of principal components for indexing a biometric database. Math. Comput. Model. 58 (1-2) (2013)
Umarani Jayaraman, Phalguni Gupta
Iris code hashing. ICC (2013)
Vandana Dixit Kaushik, Umarani Jayaraman, Amit Kumar Gupta, Aman K. Gupta, Phalguni Gupta
An efficient indexing scheme for face database using modified geometric hashing. Neurocomputing 116 (2013)
Umarani Jayaraman, J. Viswanathan, Aman K. Gupta, Phalguni Gupta
Minutiae Based Geometric Hashing for Fingerprint Database. ICIC (3) (2012)
Arjun Reddy, Umarani Jayaraman, Vandana Dixit Kaushik, Phalguni Gupta
An Efficient Fingerprint Indexing Scheme. SocProS (2012)
Umarani Jayaraman, Surya Prakash, Phalguni Gupta
An efficient color and texture based iris image retrieval technique. Expert Syst. Appl. 39 (5) (2012)
Umarani Jayaraman, Amit Kumar Gupta, Surya Prakash, Phalguni Gupta
An Enhanced Geometric Hashing. ICC (2011)
Vandana Dixit Kaushik, Amit Kumar Gupta, Umarani Jayaraman, Phalguni Gupta
Modified Geometric Hashing for Face Database Indexing. ICIC (2) (2011)
Ashish Paliwal, Umarani Jayaraman, Phalguni Gupta
A score based indexing scheme for palmprint databases. ICIP (2010)
Umarani Jayaraman, Surya Prakash, Phalguni Gupta
An iris retrieval technique based on color and texture. ICVGIP (2010)
Umarani Jayaraman, Surya Prakash, Phalguni Gupta
An efficient technique for indexing multimodal biometric databases. Int. J. Biom. 1 (4) (2009)
Surya Prakash, Umarani Jayaraman, Phalguni Gupta
Connected component based technique for automatic ear detection. ICIP (2009)
Surya Prakash, Umarani Jayaraman, Phalguni Gupta
A Skin-Color and Template Based Technique for Automatic Ear Detection. ICAPR (2009)
Umarani Jayaraman, Surya Prakash, Phalguni Gupta
Indexing Multimodal Biometric Databases Using Kd-Tree with Feature Level Fusion. ICISS (2008)