Journal of Image Processing & Pattern Recognition Progress
Volume 9, Issue 1 (2022)
Published
Table of contents
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A Novel Deep CNN Model for COVID-19 Detection based on Lung CT Images
Abstract: In recent months, worldwide society has been destroyed by COVID-19 (Coronavirus Disease 2019), a catastrophic contagious illness that has ravaged the whole world. Deep learning (DL) approaches are the most widely used strategies for chest CT scan processing and illness prediction in the medical field. COVID-19 is infectious sickness that mostly influences the lungs also has the potential to be fatal if left untreated in its extreme form. It also …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 9, Issue 1, 2022 · pp. 1–14 Read article
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Correlating Color Complexity and Mental Health
Abstract: Mental health has been a cyclic evolution rather than a linear one. This means that the mental health depends on the surroundings, culture and period of time. People have been studying emotions from numerous periods. In spite of this, it is not surprising that we all know quite a bit about them; what is surprising is that the lack of understanding round the necessity of both feelings for healthy functioning. …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 9, Issue 1, 2022 · pp. 15–22 Read article
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A Review on Breast Cancer Detection and Diagnosis using Machine Learning Techniques
Abstract: Breast cancer is a complicated illness that is the second leading reason for women mortality due to cancer. A growing body of research suggested that a variety of variables (including genetic and environmental factors) might be linked to the onset and development of cancer in women breast. A major component of breast cancer treatment is the early detection of people with the disease. It initially presents an introduction of the …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 9, Issue 1, 2022 · pp. 23–35 Read article
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Home Security Weapon Detection and Face Recognition
Abstract: In today's world, home automation is very popular. With the help of the Internet of Things, we can control our safety and take precautions if an unknown person arrives with weapons such as knives and firearms (IOT). A thief's intrusion can cause problems for the homeowner. The innovative and insightful use of PC in IOT has resulted in the safety of person and home. The objective is to improve this …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 9, Issue 1, 2022 · pp. 36–42 Read article
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Music Recommendation System and Mood Tweak Using Facial Emotion Recognition
Abstract: A user’s emotions can be detected through their facial expressions, these characteristics can be parsed, and the information can be used to improve the user’s experience. With the computing capabilities of on-board graphic processing, there is a new trend of functionality being considered in the field of emotion detection. The use of Convolutional and Recurring Neural Networks (CNN & RNN) to conduct a comparison on which deep learning can be …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 9, Issue 1, 2022 · pp. 43–49 Read article