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44 articles for “classification of objects”
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General Health Check-up, Health Care Model using CNN and Internet-of-Medical Things
Abstract: Many people may believe that undergoing a comprehensive medical check-up is unnecessary when they feel perfectly healthy. However, this perception is mistaken. Regular health check-ups are essential to maintain overall well-being and to detect potential health issues early, enabling proactive steps to prevent them from worsening. Such check-ups are valuable for both individuals in good health and those with existing medical conditions, as they provide insight into the progress of …
Published in International Journal of Distributed Computing and Technology · Vol. 9, Issue 2, 2023 · pp. 20–25 Read article
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Review on GABASS (Genetic Algorithm Based Attributes Subset Selection) Using Naïve Bayes Classifier
Abstract: ABSTRACT In the present work, review on Genetic Algorithm based Attributes Subset Selection using Naïve Bayes Classifier is presented. A dataset can contain a few components. Many clustering strategies are intended for grouping low-dimensional information. In highdimensional space discovering groups of information objects is trying because of the scourge of dimensionality. At the point when the dimensionality expands, information in the immaterial measurements may create much commotion and veil the …
Published in International Journal of Embedded Systems and Emerging Technologies · Vol. 4, Issue 2, 2018 · pp. 21–27 Read article
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Smart Video Surveillance System in Banks
Abstract: This review paper represents an aristocratic approach for acute video surveillance system and human activities automatic recognition from video sequences and has an embellish presence in every sphere of life. This paper is reviewed about video monitoring systems with its uses and kinds of video superintendence techniques. But we have mainly concentrated on acute video surveillance technique based on summarization because it provides behavioral analysis capabilities based on any videos. …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 7, Issue 2, 2021 · pp. 1–4 Read article
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Vehicle Number Plate Detection and Recognition System in Nigeria Using Deep Learning
Abstract: With over 200 million citizens, Nigeria is one of Africa’s largest and most populous nations. It is now essential to automate traffic management due to the rising number of vehicles in the nation. With the use of a deep learning technique known as the YOLO method, the study was able to construct an automatic vehicle license plate identification system that will recognize each of the vehicle license plates when many …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 9, Issue 2, 2023 · pp. 32–45 Read article
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AI-Based Image Detection of Rice Crop Diseases Using Deep Learning and Grad-CAM
Abstract: The Indian economy relies heavily on agriculture, and rice is one of the most significant staple crops grown in the country. Nevertheless, rice cultivation faces numerous challenges due to several leaf diseases, such as bacterial leaf blight, brown spot, and leaf smut. These diseases can lead to substantial yield losses and financial burdens for farmers. Therefore, the early detection and classification of these diseases are essential to minimize crop damage …
Published in International Journal of Plant Biotechnology · Vol. 12, Issue 2, 2026 Read article
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Advanced Classification of Diabetic Retinopathy Using GAN and Deep Residual CNN Model
Abstract: Diabetic retinopathy (DR) is a leading cause of blindness worldwide, impacting the largest number of individuals who have diabetes. Early identification of diabetic retinopathy may help to prevent severe effects; however, the very limited availability of labeled datasets, and the possibility of overfitting of the model, presents obstacles to obtaining an accurate diagnosis. In this research, a hybrid deep learning strategy is introduced, where Generative Adversarial Networks (GANs) are used …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 12, Issue 1, 2026 · pp. 8–16 Read article
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Compliance to Therapeutic Regimen Among Patients with Epilepsy
Abstract: Introduction: The public health of India is increasingly burdened by chronic diseases. Epilepsy is one among them which change its faces with changing demographics. It is a chronic condition requiring careful long-term management. The treatment is complex involving classification, diagnosis, selection & monitoring of the appropriate antiepileptic agent, and evaluation of the chosen drug's side effects & drug interactions. Hence patient compliance and identification of the factors affecting patient compliance …
Published in International Journal of Medical Surgical Nursing · Vol. 2, Issue 2, 2019 · pp. 28–33 Read article
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Investigation and Classification of Cardiac MRI Images using Texture Analysis
Abstract: In order to quantify the myocardial viability after infarction, recent researches have developed new cardiac MRI protocol using particle contrast agents which highlight the different areas after infarction: i.e. the healthy area, the necrosed area and the two ischemic areas. Actually the researches are carried out on rodents micro cardiac MRI for which the obtained images are very noisy and present a very low contrast. In this paper, we analyse …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 7, Issue 2, 2021 · pp. 37–41 Read article
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Computer-Assisted Automatic Segmentation/Detection of Multiple Sclerosis Lesions in Brain MR Images: A Review
Abstract: In humans, central nervous system (CNS) may suffer with demyelinating disease, named multiple sclerosis (MS), characterized by a wide scope of neurological deficits. Magnetic resonance imaging (MRI) is an important tool for MS diagnosis which enables the detection of location and size of the affected tissue. Research on this disease is has grabbed wide attention so as to improve the treatment plans by better understanding of causes and the disease …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 3, Issue 1, 2017 · pp. 17–24 Read article
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Offloading Strategies on Wound Healing Among Patients with Diabetic Foot Ulcer
Abstract: Diabetes can develop foot ulcer and foot pain, but good foot care can help to prevent complication, apart from that we used offloading strategies for patients with diabetic foot ulcers prevent complication. Objectives: To assess the effectiveness of offloading strategies on wound healing among patients with diabetic foot ulcer. Design: Quasi experimental where Non-equivalent post-test only control group design. Setting: Sri Manickam Hospital and Sugam Hospital, Rasipuram. Thirty diabetic foot …
Published in International Journal of Medical Surgical Nursing · Vol. 5, Issue 1, 2022 · pp. 47–54 Read article
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A Review of Real-Time Human Detection
Abstract: The real-time human detection and counting system leverages deep learning and computer vision to detect individuals, classify gender, and estimate age from live video feeds or CCTV footage. Implemented using flask as a lightweight web framework, the system manages user authentication, detection control, and real-time result display. A Python-based detection script operates asynchronously, ensuring smooth execution, while results – including counts of males, females, and total individuals – are stored …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 11, Issue 2, 2025 · pp. 29–39 Read article
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Effectiveness of Foot Massage Upon the Level of Blood Pressure Among Elderly Hypertensive Clients
Abstract: Hypertension is one common ailment in adults WHO estimates the high blood pressure leads to over 7 million death each year, about 13% of the total death worldwide. Massage therapy will likely increase the circulation with in the blood vessels, relaxing strokes will concurrently dilate those vessels. Need for the study: Hypertension is one common ailment in adults. If people lower their blood pressure they are less likely to die …
Published in International Journal of Cardiovascular Nursing · Vol. 4, Issue 1, 2018 · pp. 22–30 Read article
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Performance Comparison of Handwritten Digit Recognition Using Machine Learning Techniques
Abstract: Handwritten pattern, character and digit recognition has always been the most demanding and interesting fields of image processing. The objective of this work is representing and demonstrating the algorithms which are used to recognize handwritten digits. Recognition of handwritten digits has always a bit complex, but it is mostly used in various day-to-day applications. In the task of recognition, the digits are not correctly or accurately scripted or written as …
Published in International Journal of Digital Communication and Analog Signals · Vol. 7, Issue 1, 2021 · pp. 9–18 Read article
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Satellite Image Processing Using Erdas Imagine
Abstract: Abstract Pictures are the most effective means of conveying information. A picture is worth a thousand words. Pictures in short convey data regarding positions, sizes and interrelationships between objects. People in general area unit sensible at explanation data from such pictures, thanks to our innate visual and mental skills. Regarding seventy fifth of the knowledge received by human is in pictorial kind. The paper describes the essential technological aspects of …
Published in International Journal of Distributed Computing and Technology · Vol. 1, Issue 1, 2015 · pp. 17–24 Read article
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Compare the Effectiveness of Topical Insulin vs Honey Dressing on Diabetic Foot Ulcer Among Patients with Diabetic Mellitus
Abstract: Foot ulcer and foot pain is the complication of diabetic mellitus. Diabetes can develop foot ulcer and foot pain, but proper foot care management can prevent diabetic complication, apart from that investigator used topical insulin vs. honey dressing on diabetic foot ulcer among patients with diabetic mellitus. Objectives: To compare the effectiveness of topical insulin Vs. honey dressing on diabetic foot ulcer among patients with diabetes mellitus residing in urban …
Published in International Journal of Medical Surgical Nursing · Vol. 6, Issue 1, 2023 · pp. 18–27 Read article
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Research Paper on Handwritten Character Recognition
Abstract: Handwriting recognition is the capacity of a machine to get and decipher penmanship contribution from numerous sources, for example, paper records, photos, touchscreen gadgets, and so on. Handwriting and automatic character recognition are an emerging area of research and find many applications in banks, offices and industries. The main objective of this project is to design an expert system capable of efficiently recognizing a format character of a particular type …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 7, Issue 1, 2021 · pp. 1–5 Read article
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Descriptive study to assess the knowledge regarding management of dysmenorrhea and to provide an informational booklet among students at government girls higher primary school Varuna, Mysuru, Karnataka
Abstract: Introduction: Dysmenorrhea is a widespread gynecological condition marked by painful menstrual cramps caused by uterine contractions. It is classified into primary and secondary types, with primary dysmenorrhea being more common among adolescents, while secondary dysmenorrhea is typically linked to underlying pelvic disorders. The prevalence of dysmenorrhea is high globally, affecting a significant proportion of menstruating individuals, with symptoms varying in intensity from mild discomfort to severe pain that can hinder …
Published in International Journal of Obstetrics, Perinatal and Neonatal Nursing · Vol. 11, Issue 1, 2025 · pp. 11–19 Read article
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Preservation to Continuity:Reconsidering Heritage Management Paradigms
Abstract: Conventional heritage management frameworks largely treat heritage as a finite collection of monuments and protected sites, prioritizing material conservation over cultural continuity. In rapidly transforming socio-urban contexts, such approaches often fail to address the dynamic relationships between heritage, lived cultural practices, and collective memory. The primary objective of this study is to develop a holistic heritage management framework that integrates tangible and intangible heritage through participatory governance and adaptive policy …
Published in International Journal of Landscape Planning and Architecture · Vol. 12, Issue 2, 2026 Read article
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Evaluation of a Structured Teaching Program Impact on Pediatric Staff Nurses’ Knowledge Regarding Application of New Ballard’s Score
Abstract: The Ballard score is a calculator to assess the gestational maturity of your newborn in the first 24 hours. A unified system has been developed that enables physicians and other health care professionals to rapidly and accurately classify all newborns and identify high-risk neonates. Our study aimed to evaluate the impact of a structured teaching program on the knowledge of pediatric staff nurses in a selected multispecialty hospital in Wayanad …
Published in International Journal of Pediatric Nursing · Vol. 9, Issue 2, 2023 · pp. 16–23 Read article
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Cost-Constrained Sensor Reduction for Deployment AwareIoT-Based Multiclass Water Quality Monitoring
Abstract: Large-scale Internet of Things deployment for water quality monitoring systems is bounded by the capital and several other costs associated with the multi-dimensional sensor. While prior research demonstrates strong predictive performance using multi- parameter physicochemical sensing, limited attention has been given to explicit sensing cost constraints and deployment feasibility. This work formulates multiclass water quality classification as a cost-constrained learning problem in which sensing dimensionality is minimized subject to bounded …
Published in International Journal of Digital Communication and Analog Signals · Vol. 12, Issue 2, 2026 Read article