Chronological age assessment based on wrist radiograph processing - Some novel approaches. - N. Shobha Rani; C. R. Yadhu; U. Karthik (J. Intell. Fuzzy Syst., 2021)

Handwritten Character Recognition using Dynamically Mapped CNN Approach. - Sreekumar N. R; Rakshitha P; Harshitha S; N. Shobha Rani (ICCCNT, 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 (ICMLDE, 2023)

Deteriorated image classification model for malayalam palm leaf manuscripts. - B. J. Bipin Nair; N. Shobha Rani; Mustaqeem Khan 001 (J. Intell. Fuzzy Syst., 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)

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., 2023)

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)

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)

A modified deep semantic binarization network for degradation removal in palm leaf manuscripts. - B. J. Bipin Nair; N. Shobha Rani (Multim. Tools Appl., 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., 2024)

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)

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)