N. Shobha Rani

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Character Recognition

Document Images

Top Venues

J. Intell. Fuzzy Syst.

Int. J. Document Anal. Recognit.

Multim. Tools Appl.

Publications

N. Shobha Rani, T. M. Akhilesh, B. J. Bipin Nair, K. S. Koushik, Elisa Barney Smith
PLM-Res-U-Net: A light weight binarization model for enhancement of multi-textured palm leaf manuscript images. Digit. Appl. Archaeol. Cult. Heritage 34 (2024)
B. J. Bipin Nair, N. Shobha Rani
A modified deep semantic binarization network for degradation removal in palm leaf manuscripts. Multim. Tools Appl. 83 (23) (2024)
B. R. Pushpa, N. Shobha Rani, M. Chandrajith, N. Manohar, Smitha Sunil Kumaran Nair
On the importance of integrating convolution features for Indian medicinal plant species classification using hierarchical machine learning approach. Ecol. Informatics 81 (2024)
C. H. Nachappa, N. Shobha Rani, Peeta Basa Pati, M. Gokulnath
Adaptive dewarping of severely warped camera-captured document images based on document map generation. Int. J. Document Anal. Recognit. 26 (2) (2023)
B. J. Bipin Nair, N. Shobha Rani, Mustaqeem Khan
Deteriorated image classification model for malayalam palm leaf manuscripts. J. Intell. Fuzzy Syst. 45 (3) (2023)
Sreekumar N. R, Rakshitha P, Harshitha S, N. Shobha Rani
Handwritten Character Recognition using Dynamically Mapped CNN Approach. ICCCNT (2023)
Akshatha Prabhu, N. Shobha Rani, H. T. Basavaraju
An orientation independent vision based weight estimation model for Alphonso mangoes. J. Intell. Fuzzy Syst. 44 (5) (2023)
B. R. Pushpa, N. Shobha Rani
A simple and efficient technique for leaf extraction in complex backgrounds of low resolution mobile photographed images. J. Intell. Fuzzy Syst. 43 (1) (2022)
N. Shobha Rani, C. R. Yadhu, U. Karthik
Chronological age assessment based on wrist radiograph processing - Some novel approaches. J. Intell. Fuzzy Syst. 40 (5) (2021)