N. Shobha Rani

13 papers Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Curriculum Learning Training Strategy for Pomegranate Growth Stage Classification Using YOLO Models on Multi-Source Datasets for Precision Agriculture.
IEEE Access
N. Shobha Rani, Bhavya K. R., A. Vadivel, T. Vasudev, Raghavendra M. Devadas, Vani A. Hiremani
2025 J jnl
FeaFusion-PomoNet: A Feature Fusion Driven Regression Framework for Non-Destruction Weight Estimation of Pomegranates.
IEEE Access
Bhavya K. R., Raghavendra M. Devadas, N. Shobha Rani, Manjunath Varchagall, Akshatha Prabhu, Renuka R. Herakal Patil
2025 J jnl
Robust Classification of Smartphone Captured Handwritten Document Images Using Deep Learning.
IEEE Access
K. S. Koushik, B. J. Bipin Nair, N. Shobha Rani, Mohammed Javed
2024 J jnl
A modified deep semantic binarization network for degradation removal in palm leaf manuscripts.
Multim. Tools Appl.
B. J. Bipin Nair, N. Shobha Rani
2024 J jnl
Infield disease detection in citrus plants: integrating semantic segmentation and dynamic deep learning object detection model for enhanced agricultural yield.
Neural Comput. Appl.
N. Shobha Rani, Arun Sri Krishna, M. Sunag, M. A. Sangamesha, B. R. Pushpa
2024 J jnl
On the importance of integrating convolution features for Indian medicinal plant species classification using hierarchical machine learning approach.
Ecol. Informatics
B. R. Pushpa, N. Shobha Rani, M. Chandrajith, Manohar N, Smitha Sunil Kumaran Nair
2024 J jnl
PLM-Res-U-Net: A light weight binarization model for enhancement of multi-textured palm leaf manuscript images.
Digit. Appl. Archaeol. Cult. Heritage
N. Shobha Rani, T. M. Akhilesh, B. J. Bipin Nair, K. S. Koushik, Elisa Barney Smith
2023 J jnl
Adaptive dewarping of severely warped camera-captured document images based on document map generation.
Int. J. Document Anal. Recognit.
C. H. Nachappa, N. Shobha Rani, Peeta Basa Pati, M. Gokulnath
2023 J jnl
An orientation independent vision based weight estimation model for Alphonso mangoes.
J. Intell. Fuzzy Syst.
Akshatha Prabhu, N. Shobha Rani, H. T. Basavaraju
2023 J jnl
Deteriorated image classification model for malayalam palm leaf manuscripts.
J. Intell. Fuzzy Syst.
B. J. Bipin Nair, N. Shobha Rani, Mustaqeem Khan
2023 — conf
Handwritten Character Recognition using Dynamically Mapped CNN Approach.
ICCCNT
Sreekumar N. R, Rakshitha P, Harshitha S, N. Shobha Rani
2023 — conf
Towards Removal of Shadows Caused due to Object Interferences in Smartphone Captured Document Images using Multiple Mask Generation Technique.
ICMLDE
K. S. Koushik, N. Shobha Rani
2021 J jnl
Chronological age assessment based on wrist radiograph processing - Some novel approaches.
J. Intell. Fuzzy Syst.
N. Shobha Rani, C. R. Yadhu, U. Karthik