N. Shobha Rani

According to our database, N. Shobha Rani authored at least 12 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Novel Curriculum Learning Training Strategy for Pomegranate Growth Stage Classification Using YOLO Models on Multi-Source Datasets for Precision Agriculture.

N. Shobha Rani, K. R. Bhavya, A. Vadivel, T. Vasudev, Raghavendra M. Devadas, Vani A. Hiremani

IEEE Access, 2025

Robust Classification of Smartphone Captured Handwritten Document Images Using Deep Learning.

K. S. Koushik, B. J. Bipin Nair, N. Shobha Rani, Mohammed Javed

IEEE Access, 2025

2024

Infield disease detection in citrus plants: integrating semantic segmentation and dynamic deep learning object detection model for enhanced agricultural yield.

N. Shobha Rani, Arun Sri Krishna, M. Sunag, M. A. Sangamesha, B. R. Pushpa

Neural Comput. Appl., December, 2024

A modified deep semantic binarization network for degradation removal in palm leaf manuscripts.

B. J. Bipin Nair, N. Shobha Rani

Multim. Tools Appl., July, 2024

On the importance of integrating convolution features for Indian medicinal plant species classification using hierarchical machine learning approach.

B. R. Pushpa, N. Shobha Rani, M. Chandrajith, N. Manohar, Smitha Sunil Kumaran Nair

Ecol. Informatics, 2024

PLM-Res-U-Net: A light weight binarization model for enhancement of multi-textured palm leaf manuscript images.

N. Shobha Rani, T. M. Akhilesh, B. J. Bipin Nair, K. S. Koushik, Elisa Barney Smith

Digit. Appl. Archaeol. Cult. Heritage, 2024

2023

Adaptive dewarping of severely warped camera-captured document images based on document map generation.

C. H. Nachappa, N. Shobha Rani, Peeta Basa Pati, M. Gokulnath

Int. J. Document Anal. Recognit., June, 2023

An orientation independent vision based weight estimation model for Alphonso mangoes.

Akshatha Prabhu, N. Shobha Rani, H. T. Basavaraju

J. Intell. Fuzzy Syst., 2023

Deteriorated image classification model for malayalam palm leaf manuscripts.

B. J. Bipin Nair, N. Shobha Rani, Mustaqeem Khan

J. Intell. Fuzzy Syst., 2023

Towards Removal of Shadows Caused due to Object Interferences in Smartphone Captured Document Images using Multiple Mask Generation Technique.

K. S. Koushik, N. Shobha Rani

Proceedings of the International Conference on Machine Learning and Data Engineering, 2023

Handwritten Character Recognition using Dynamically Mapped CNN Approach.

Sreekumar N. R, Rakshitha P, Harshitha S, N. Shobha Rani

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

2021

Chronological age assessment based on wrist radiograph processing - Some novel approaches.

N. Shobha Rani, C. R. Yadhu, U. Karthik

J. Intell. Fuzzy Syst., 2021