Journal of Image Processing & Pattern Recognition Progress
Volume 10, Issue 1 (2023)
Published
Table of contents
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Utilizing Machine Learning to Recognize Faces: A Review
Abstract: These days, one of the top computer vision technologies is facial recognition. The task of face recognition in computer vision, illumination position, and facial expression is always quite challenging. Target objects are tracked using face recognition in real-time video images captured with a video camera. To put it simply, it is a system program used to recognize a person automatically from a still image or video frame. In this article, …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 10, Issue 1, 2023 · pp. 1–9 Read article
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Real-time Sign Language Detection Using Computer Vision and Machine Learning Techniques
Abstract: Communication plays an important role in our day-to-day lives as it assists people in sharing, and connecting to each other. Despite knowing the significance of the same, some deaf-mute pupils who are not able to communicate freely. These groups of people use sign language for sharing their thoughts. It could be a tough task to understand sign language for a group of humans who are not deaf-mute. We developed a …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 10, Issue 1, 2023 · pp. 10–19 Read article
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Land Verification System Using Artificial Intelligence
Abstract: Our analysis in “Land Verification System Using AI”, runtime security and secure key disposal procedures carried out using sandboxing method eliminate risks linked to private keys. Depending on the type of land ownership, the framework's usefulness varies, and the discussion's end objective takes care of future tasks. A useful and practical solution for land vault confirmation using a biometric-based enhanced signature scheme is the end result of this investigation. The …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 10, Issue 1, 2023 · pp. 20–30 Read article
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Seat-belt Detection Using Image Processing in MATLAB
Abstract: In this study, a method is suggested to detect seat belts in a monitoring image of a moving vehicle. The method relies on several image processing techniques such as edge detection, closing operation, and Hough transform, to precisely identify the seat belts. The proposed method for detecting seat belts is more dependable and sturdier compared to the methods that previously depended on driver's visual monitoring or basic belt detection systems. …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 10, Issue 1, 2023 · pp. 31–36 Read article
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Segmentation and Classification of Hand Gestures for Indian Sign Language with YCbCr and HSV Color Models with Dissimilar Signers Under Different Lighting Conditions using AlexNet
Abstract: Indian Sign Language (ISL) Recognition System can be implemented by considering the signs as hand gestures and developing a hand gesture recognition system. The impact of illumination changes on the performance of segmentation and classification where different lighting conditions such as normal, bright, dim, and artificial light under different color spaces like RGB, HSV and YCbCr are studied, and performance parameters are analyzed. It is observed that YCbCr color space …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 10, Issue 1, 2023 · pp. 37–50 Read article