International Journal of Image Processing and Pattern Recognition
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International Journal of Image Processing and Pattern Recognition

IJIPPR V-11 I-01 2025

IJIPPR V-11 I-01 2025

PublishedSubscriptionReview Article 2025-01-08

Advanced Diabetic Retinopathy Detection Using Deep Learning Classifiers

By Purushotam Naidu K., G. Sri Sivaanandini, P. Divya, Ch. AnuSri, T. Durga Prasanna, and R. Naga Supriya

Abstract: Diabetic Retinopathy (DR) is an eye condition that arises from diabetes-related complications, making early detection essential for effective treatment. As diabetes advances, an individual’s vision may deteriorate, potentially resulting in diabetic retinopathy. This condition is divided into two primary types: Non-Proliferative Diabetic Retinopathy (NPDR) and Proliferative Diabetic Retinopathy (PDR). Early treatment to maintain a strategic…

Published in International Journal of Image Processing and Pattern Recognition · Vol. 11, Issue 01, 2025 · pp. 26–33Read Article →
PublishedSubscriptionReview Article 2025-03-28

Advanced Security System for Residential Complexes

By Saksham Agarwal, Tanisha Parmar, Abhishek Kumar, and Lov Kumar

Abstract: A sophisticated apartment safety system aimed at preventing unauthorized access and enhancing security within residential complexes. The system employs facial recognition technology to identify residents and regular visitors while capturing the pictures and data of unknown individuals upon entry. These individuals are provided with an RFID tag, enabling continuous tracking of their movement within the…

PublishedSubscriptionReview Article 2025-03-28

Advancing Maize Leaf Disease Detection: A Machine Learning Approach

By Nyamatulla Patel, Mohammed Ziaullah, and Aarif Makandar

Abstract: Every day, countless grains and fruits are cultivated around the world. To keep up with the growing population’s needs, farmers are constantly adopting new and advanced techniques. Furthermore, the development and application of new technologies enable the quick and simple detection of plant diseases. Identifying plant diseases at an early stage is crucial to minimizing…

Published in International Journal of Image Processing and Pattern Recognition · Vol. 11, Issue 01, 2025 · pp. 17–25Read Article →
PublishedSubscriptionReview Article 2025-03-28

AI in e-Skin: A Study

By Kazi Kutubuddin Sayyad Liyakat

Abstract: For years, the concept of electronic skin, or e-skin, has captivated imaginations. Imagine a material that could mimic the sensitivity, flexibility, and even the healing properties of human skin. This isn’t just science fiction anymore. E-skin, a network of flexible sensors and electronic components, is rapidly becoming a reality. And now, thanks to the power…

Published in International Journal of Image Processing and Pattern Recognition · Vol. 11, Issue 01, 2025 · pp. 8–16Read Article →
PublishedSubscriptionReview Article 2025-01-08

Evaluation of Deep Learning Optimizers for Gujarati Handwritten Numerals

By Archana Vyas, Vedanshi Pandya, and Yashvi Desai

Abstract: Handwritten digit recognition is a fundamental task in the field of pattern recognition and computer vision with numerous applications. The development of deep learning algorithms has greatly increased the efficiency and accuracy of recognition of handwritten digits systems. However, the choice of optimizer plays a crucial role in determining the convergence rate and final performance…

Published in International Journal of Image Processing and Pattern Recognition · Vol. 11, Issue 01, 2025 · pp. 34–41Read Article →