2 publications

• Published Subscription Review Article 5 Mar 2025

  Gesture-Based Cursor Control: A Comprehensive Review of Techniques and Applications

  By Twinkle Shukla, Pradip Mahajan, Ayush Mandlik, Pratik Divekar, Suraj Burange

  Abstract: Although hand gesture detection for man-machine interfaces has advanced recently, many systems still have issues with background and lighting. We have developed a rapid motion history image-based system to categorize dynamic hand motions and a face detection method to adaptively detect skin color. For the up, down, left-, and right-hand gesture classifiers, four sets of haar-like directional patterns were trained. To operate different household appliances, six hand gestures were defined, …

  Published in International Journal of Electrical and Communication Engineering Technology · Vol. 3, Issue 1, 2025 · pp. 9–13 Read article →

• Published Subscription Review Article 4 Feb 2025

  Interpretable Skin Cancer Detection via Optimized CNN Models for Smart Healthcare Solutions

  By Gajendra Kumar Deshmukh, Satyam Jadhav, Aditya Kadam, Sumit Aware, Twinkle Shukla

  Abstract: Skin cancer is a common and potentially life-threatening condition, highlighting the importance of reliable and efficient diagnostic techniques. Recently, convolutional neural networks (CNNs) have demonstrated significant potential in automating the classification of skin cancer using thermoscopic images. Despite these advancements, the lack of interpretability in these models poses a barrier to their widespread use in clinical settings. In this study, we propose an interpretable CNN architecture optimized for skin cancer …

  Published in Research & Reviews: A Journal of Bioinformatics · Vol. 12, Issue 1, 2025 · pp. 41–45 Read article →