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

IJIPPR V-10 I-02 2024

IJIPPR V-10 I-02 2024

PublishedSubscriptionReview Article 2024-10-08

Advancing Early Detection of Menkes Disease Through Image Analysis and Biosensor Integration

By S. Anand

Abstract: Menkes disease, a rare X-linked recessive disorder of copper metabolism, poses significant challenges in early diagnosis due to its nonspecific initial symptoms. This paper presents a comprehensive approach to enhance the early detection of Menkes disease by leveraging image processing techniques, pattern recognition algorithms, and innovative biosensor technologies. A novel framework is proposed that combines…

Published in International Journal of Image Processing and Pattern Recognition · Vol. 10, Issue 02, 2024 · pp. 24–34Read Article →
PublishedSubscriptionReview Article 2024-10-08

Denoise Mechanism for Digital Images

By Promila Singhal, Tarun Dhiman, and Ishta Rani

Abstract: With the rapid advancement of today’s information technology, the analysis of digital images has endured rapid evolution in technology and is frequently utilized in everyday situations and enterprises. There are specific problems in the transmission process. Images are influenced by the compression of data and communication. In color image processing, a variety of well-established approaches…

Published in International Journal of Image Processing and Pattern Recognition · Vol. 10, Issue 02, 2024 · pp. 11–17Read Article →
PublishedSubscriptionReview Article 2024-10-08

Face and Speech Emotion Recognition

By Shruti Chavan, Akshay Parab, Kaushik Patil, and Sumitra Kulkarni

Abstract: The study “faces and speech recognition” underscores the critical role of speech emotion recognition (SER) and its diverse applications across various fields, such as medicine, human-computer interaction, and customer service. SER has gained significant importance in cognitive psychology due to its potential to enhance user experience, improve patient care, and optimize the interaction between users…

Published in International Journal of Image Processing and Pattern Recognition · Vol. 10, Issue 02, 2024 · pp. 35–43Read Article →
PublishedSubscriptionReview Article 2024-10-08

Image Caption Generator Implementation

By Sejal Jain, Saloni Agarwal, Sonam Gour, and Sanjivani Sharma

Abstract: Image caption generation is a software technology that takes an image as an input and produces a descriptive caption in text form. In the modern era, this technology finds application in various fields. For instance, automatically generating captions for medical images aids in diagnosis and enhances reporting efficiency, helping healthcare professionals to quickly interpret complex…

Published in International Journal of Image Processing and Pattern Recognition · Vol. 10, Issue 02, 2024 · pp. 18–23Read Article →
PublishedSubscriptionReview Article 2024-10-08

Unveiling Employee Attrition: Harnessing Predictive Modeling for Proactive Workforce Management

By Anjali Sharma, Prabuddha Tamhane, Priyanshi Golatkar, Shreyy Sharma, Vaidehi Shah, and Aditya Kasar

Abstract: This study aims to predict employee turnover and identify organizational factors contributing to attrition by employing predictive analytics techniques. Employee attrition, which refers to the loss of employees without immediate replacements, leads to reduced overall workforce productivity. The study evaluates different machine learning techniques, such as gradient boosting, random forest, and logistic regression, to identify…

Published in International Journal of Image Processing and Pattern Recognition · Vol. 10, Issue 02, 2024 · pp. 1–10Read Article →