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2020 – today
- 2024
[i5]Subin Sahayam, Umarani Jayaraman:
Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images. CoRR abs/2401.01303 (2024)- [i4]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 abs/2407.05440 (2024) - [i3]Yoga Sri Varshan V, Hitesh Gupta Kattamuri, Subin Sahayam, Umarani Jayaraman:
Integrating Edge Information into Ground Truth for the Segmentation of the Optic Disc and Cup from Fundus Images. CoRR abs/2408.05052 (2024) - [i2]Subin Sahayam, John Michael Sujay Zakkam, Yoga Sri Varshan V, Umarani Jayaraman:
Detection of Under-represented Samples Using Dynamic Batch Training for Brain Tumor Segmentation from MR Images. CoRR abs/2408.12013 (2024) - 2023
- [j12]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: 106571 (2023) - [c17]Yoga Sri Varshan V, Subin Sahayam, Umarani Jayaraman:
An Algorithm to Calculate Retinal Vessel Diameter in Fundus Images. ICVGIP 2023: 22:1-22:9 - [i1]Subin Sahayam, John Michael Sujay Zakkam, Umarani Jayaraman:
Can we learn better with hard samples? CoRR abs/2304.03486 (2023) - 2022
- [j11]M. 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: 103939 (2022) - [j10]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): 4143-4162 (2022) - [j9]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): 13159-13178 (2022) - [c16]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: 637-651 - 2021
- [j8]Umarani Jayaraman, Phalguni Gupta:
Efficient similarity search on multidimensional space of biometric databases. Neurocomputing 452: 623-652 (2021) - [c15]M. Subin Sahayam, J. Silambarasan, Umarani Jayaraman:
Detection of Cataract from Fundus Images Using Deep Transfer Learning. CVIP (1) 2021: 175-186 - [c14]Subin Sahayam, Tutturu Lakshmi Manasa, Umarani Jayaraman:
Ensemble Models for Multi-class Classification of Diabetic Retinopathy. PReMI 2021: 110-117 - [c13]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: 422-429 - 2020
- [j7]Umarani Jayaraman, Phalguni Gupta, Sandesh Gupta, Geetika Arora, Kamlesh Tiwari:
Recent development in face recognition. Neurocomputing 408: 231-245 (2020) - [c12]M. Subin Sahayam, Umarani Jayaraman, Bhaskara Teja:
Multi-class Glioma Classification from MRI Images Using 3D Convolutional Neural Networks. CVIP (1) 2020: 327-337
2010 – 2019
- 2019
- [c11]M. 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: 284-294 - 2014
- [j6]Umarani Jayaraman, Aman Kishore Gupta, Phalguni Gupta:
An efficient minutiae based geometric hashing for fingerprint database. Neurocomputing 137: 115-126 (2014) - [j5]Umarani Jayaraman, Aman Kishore Gupta, Phalguni Gupta:
Boosted geometric hashing based indexing technique for finger-knuckle-print database. Inf. Sci. 275: 30-44 (2014) - 2013
- [j4]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: 208-221 (2013) - [j3]Umarani Jayaraman, Surya Prakash, Phalguni Gupta:
Use of geometric features of principal components for indexing a biometric database. Math. Comput. Model. 58(1-2): 147-164 (2013) - [c10]Umarani Jayaraman, Phalguni Gupta:
Iris code hashing. ICC 2013: 2123-2127 - 2012
- [j2]Umarani Jayaraman, Surya Prakash, Phalguni Gupta:
An efficient color and texture based iris image retrieval technique. Expert Syst. Appl. 39(5): 4915-4926 (2012) - [c9]Umarani Jayaraman, J. Viswanathan, Aman K. Gupta, Phalguni Gupta:
Minutiae Based Geometric Hashing for Fingerprint Database. ICIC (3) 2012: 422-427 - [c8]Arjun Reddy, Umarani Jayaraman, Vandana Dixit Kaushik, Phalguni Gupta:
An Efficient Fingerprint Indexing Scheme. SocProS 2012: 723-728 - 2011
- [c7]Umarani Jayaraman, Amit Kumar Gupta, Surya Prakash, Phalguni Gupta:
An Enhanced Geometric Hashing. ICC 2011: 1-5 - [c6]Vandana Dixit Kaushik, Amit Kumar Gupta, Umarani Jayaraman, Phalguni Gupta:
Modified Geometric Hashing for Face Database Indexing. ICIC (2) 2011: 608-613 - 2010
- [c5]Ashish Paliwal, Umarani Jayaraman, Phalguni Gupta:
A score based indexing scheme for palmprint databases. ICIP 2010: 2377-2380 - [c4]Umarani Jayaraman, Surya Prakash, Phalguni Gupta:
An iris retrieval technique based on color and texture. ICVGIP 2010: 93-100
2000 – 2009
- 2009
- [j1]Umarani Jayaraman, Surya Prakash, Phalguni Gupta:
An efficient technique for indexing multimodal biometric databases. Int. J. Biom. 1(4): 418-441 (2009) - [c3]Surya Prakash, Umarani Jayaraman, Phalguni Gupta:
A Skin-Color and Template Based Technique for Automatic Ear Detection. ICAPR 2009: 213-216 - [c2]Surya Prakash, Umarani Jayaraman, Phalguni Gupta:
Connected component based technique for automatic ear detection. ICIP 2009: 2741-2744 - 2008
- [c1]Umarani Jayaraman, Surya Prakash, Phalguni Gupta:
Indexing Multimodal Biometric Databases Using Kd-Tree with Feature Level Fusion. ICISS 2008: 221-234
Coauthor Index
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