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24 articles for “video analysis”
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Intelligence Video Surveillance Using Deep Learning
Abstract: Intelligent video surveillance powered by deep learning represents a transformative paradigm in security and surveillance. This new approach uses the power of complex neural networks to revolutionize the analysis and management of video data. Through the seamless incorporation of deep learning technologies like convolutional neural networks (CNN) and recurrent neural networks (RNN) into observation systems, automated identification, tracking, and classification of objects can be accomplished, alleviating storage constraints on the …
Published in International Journal of Software Computing and Testing · Vol. 10, Issue 1, 2024 · pp. 9–20 Read article
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Adaptive Visual Tracking for Human Motion Detection
Abstract: Abstract—Object detection is one of the fundamental steps for automated video analysis in many vision applications. Object detection in video is usually performed by background subtraction techniques. In the existing method they proposed object detection by pixel variation of the image from one frame to another and the background subtracted by the training process in the recorded videos. In the proposed method the object is detected in the live video …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 5, Issue 1, 2019 · pp. 1–5 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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Analyzing Crowds with Deep Learning: A Review of Methods and Challenges
Abstract: With the growing population, the need for an effective crowd management tool emerged. It is important to monitor and analyze unusual crowd movements and behavior for many applications such as peaceful events, protests, gatherings, or traffic management. Current systems, such as video surveillance, are a useful technique for crowd monitoring, but they require human visual capabilities to monitor the crowd. This work is a paper on Crowd Analysis using convolution …
Published in International Journal of Embedded Systems and Emerging Technologies · Vol. 9, Issue 2, 2023 · pp. 30–42 Read article
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Analysis and Implementation of Watermarking with Steganography Using DWT-LSB Technique
Abstract: ABSTRACT The use of images, text and video has become inevitable in today’s rapidly advancing and growing digital world. It has been greatly assisted by the contributions of information technology in bringing about state of the art high speed and secure transmission and reception systems. “Watermarking” is the process of hiding digital information in original data, to increases robustness and security using the different technique like Discrete Wavelet Transform (DWT). …
Published in International Journal of Telecommunications & Emerging Technologies · Vol. 5, Issue 1, 2019 · pp. 10–19 Read article
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A Comprehensive Review of AES-Integrated DWT Watermarking Techniques for Image and Video Authentication
Abstract: The exponential growth of digital media production, distribution, and online sharing has intensified the need for reliable mechanisms that ensure image and video authenticity. With the rise of advanced editing tools and deepfake technologies, safeguarding multimedia content from tampering, unauthorized replication, or malicious manipulation has become a critical research challenge. Traditional cryptographic solutions provide confidentiality but fail to maintain post-decryption integrity, whereas watermarking techniques ensure persistent ownership verification but often …
Published in International Journal of Embedded Systems and Emerging Technologies · Vol. 12, Issue 2, 2026 Read article
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Advances in Machine Learning and Data Analytics: A Multidisciplinary Synthesis
Abstract: Machine learning has emerged as a key driver of innovation across a wide range of fields. Its transformative potential is evident in natural language processing, computer vision, and real-time automation, where it addresses intricate challenges with remarkable efficiency. This paper delves into recent developments in machine learning, spotlighting techniques, such as semi-supervised learning frameworks, stable diffusion models for generative tasks, and advanced lightweight architecture for real-time defection detection. By integrating …
Published in International Journal of Distributed Computing and Technology · Vol. 11, Issue 1, 2025 · pp. 12–17 Read article
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A Study to Assess the Awareness of Mothers of School Age Children on Prevention of Child Sexual Abuse – A Parenting Challenge
Abstract: A non-experimental research study was adopted to identify the Awareness of Mothers of school age children on Child Sexual Abuse. In India, an estimated 679,000 children are victims of abuse and neglect as per the recent statistics. Mothers who satisfied the inclusion criteria were selected by convenience sampling technique and provided with questionnaire on Knowledge, attitude and practice regarding Child sexual abuse. A teaching using power point presentation and then …
Published in International journal of Nursing Science Practice and Research · Vol. 5, Issue 1, 2019 · pp. 1–5 Read article
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Effectiveness of Video-assisted Instruction on Awareness and Attitude regarding Emergency Contraceptives among the Eligible Couples Residing at Loni (Bk)
Abstract: Background: Despite the availability of highly effective method of contraception, many pregnancies are unplanned and unwanted. Such pregnancies can result in abortion and carry an excess risk of morbidity and mortality. The risk of pregnancy with one unprotected act of sexual intercourse can be as high as one in three, depending on the cycle of exposure in relation to ovulation. For the women exposed to unprotected sexual intercourse, e.g. Lack …
Published in International Journal of Obstetrics, Perinatal and Neonatal Nursing · Vol. 6, Issue 2, 2020 · pp. 46–54 Read article
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A Study to Evaluate the Effectiveness of Structured Teaching Program on Knowledge Regarding Influence of Medias Among Secondary School Going Children in Selected School at Bengaluru
Abstract: Background and purpose of the study: In general Media refers to various means of communication. For example, newspaper, radio, television, radio, computer, video games, etc. The goal of the Media, Information and Technology (MIT) program is to offers critical, interdisciplinary analysis of the institutions, practices and cultural meaning associated with technologies of communication, information, knowledge, learning and entertainment. The aim of the present study is, to evaluate the effectiveness of …
Published in International journal of Nursing Science Practice and Research · Vol. 3, Issue 1, 2017 · pp. 42–51 Read article
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A Study to Assess the Effectiveness of Video-Assisted Teaching Programme on Knowledge Regarding Ill Effects of Tobacco Use among High School Children in a Selected Higher Secondary School, Nagercovil
Abstract: Tobacco smoking contains chemicals that are harmful to the smokers and non-smokers. Of the more than 7000 chemicals in tobacco smoke, at least 250 are known to be harmful. Among the 250 known harmful chemicals in tobacco smoking, at least 69 can cause cancer. The aim of the study is to evaluate the effectiveness of video-assisted teaching programme on knowledge regarding ill effects of tobacco use among high school children. …
Published in International journal of Nursing Science Practice and Research · Vol. 5, Issue 1, 2019 · pp. 77–89 Read article
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Effectiveness of Video-assisted Teaching Programme on Knowledge Regarding Norovirus Among People Residing in Thiruvanmiyur and Palavakkam at Chennai
Abstract: The present research was to evaluate the impact of a video-assisted training programme on residents of Thiruvanmiyur and Palavakkam in Chennai's awareness of the norovirus. Background of the study: Norovirus is a highly contagious etiological agent of acute gastroenteritis with a worldwide distribution. Norovirus produces vomiting and diarrhoea in all age groups. Objectives: To determine the effectiveness of video-assisted teaching on Norovirus among the experimental group and find out the …
Published in International Journal of Immunological Nursing · Vol. 8, Issue 2, 2022 · pp. 16–22 Read article
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ANALYSIS OF LATERAL PLACEMENT AND OVERTAKING BEHAVIOR OF VEHICLES
Abstract: The present research work analyzes the overtaking behavior and lateral placement of motorized vehicles under heterogeneous traffic conditions. The data for the present research work was collected at two four-lane divided highway sections. Video recording was done to collect lateral placement data and overtaking behavior of vehicles was observed using moving car method. The lateral placement data was tried to fit with normal distribution. But the study found that, it …
Published in International Journal of Transportation Engineering and Traffic System · Vol. 10, Issue 2, 2024 · pp. 9–14 Read article
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Recognition and Detection of Content in Video Using OpenCV
Abstract: The emergence and continued reliance on the Internet and related technologies has resulted in massive amounts of data that can be analysed. Humans, on the other hand, do not have the cognitive abilities to comprehend such vast amounts of data. Machine learning (ML) is a mechanism that enables humans to process large amounts of data, gain insights into the data's behaviour, and make more informed decisions based on the analysis's …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 7, Issue 2, 2021 · pp. 42–47 Read article
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Impact of Video-based Teaching Programme on the Knowledge and Implementation of Post-surgical Exercises in Patients with Abdominal Operations
Abstract: Certain strategies after surgery can lead to pulmonary and other post-operative complications. Engaging in post-operative activities such as deep breathing, using an incentive spirometer, coughing exercises, along with wrist, arm, shoulder, leg, early ambulation, and turning exercises can help restore the normal functions of the lungs, intercostal muscles, diaphragm, and abdominal muscles. Materials/methods: The proposed study employed a quasi-experimental research design, specifically utilizing a pre-test and post-test approach within a …
Published in International Journal of Medical Surgical Nursing · Vol. 7, Issue 1, 2024 · pp. 38–46 Read article
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Application of High Speed Videography and Digital Image Processing Software to Assess Performance of Blasts In Opencast Mines: A Case Study
Abstract: Rock mass can be fragmented by the process of blasting in which a known volume of the yield is obtained by using a calculated quantity of explosive. The explosive selected for blasting depends on factors like rock mass parameters, blasting economics and blast design. Assessment of the performance of a given blast is essential in the larger economics of the mining project. A study was conducted to know the blast …
Published in International Journal of Geological and Geotechnical Engineering · Vol. 3, Issue 2, 2017 · pp. 1–9 Read article
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Analysis of Traffic Calming Measures for Enhancing Safety on Rural State Highways
Abstract: One of the main causes of death around the globe, especially for young people, is traffic accidents. One of the primary risk factors for road traffic safety is excessive speed, which raises the likelihood of accidents and diminishes their severity. This study presents experimental studies on how the allocation of traffic calming measures affects vehicle speed. In some areas of the road, it is crucial to regulate vehicle speed. Static …
Published in International Journal of Computer Aided Manufacturing · Vol. 10, Issue 2, 2024 · pp. 33–42 Read article
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Effectiveness of Video Assisted Teaching on Knowledge Regarding Child Rights Among School Children
Abstract: A study was conducted to assess the effectiveness of video assisted teaching on knowledge regarding child rights among school children in selected school in Ernakulam District, Kerala the objectives of the study were to evaluate the effectiveness of video assisted teaching programme on knowledge regarding child rights among school children and to find the association with knowledge score and selected demographic variables. The tools used to collect the data were …
Published in International Journal of Pediatric Nursing · Vol. 8, Issue 2, 2022 · pp. 20–24 Read article
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Analysis of Road Lane Detection Using Computer Vision
Abstract: Today’s technological advancement brings an opportunity to automate all the essential processes. Driving is one of the challenging tasks. The rapid growth of image processing technologies allows us to achieve an automatic driving system without human intervention. Numerous researchers are working on the development of algorithms for the automation of road lane detection during the self-driving car. This study presents an algorithm which can detect road lanes and the upcoming …
Published in International Journal of Software Computing and Testing · Vol. 9, Issue 1, 2023 · pp. 7–14 Read article
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Anomaly Detection Network for Surveillance Video
Abstract: Anomaly Activity is the prediction of a suspicious activity from a picture or video. This project would include using neural networks to detect suspicious human activity from real-time CCTV video. Human Anomaly Activity is a central issue in computer vision that has been researched for over 15 years. It is significant due to the large number of applications that can benefit from Activity detection. Human pose estimation, for example, is …
Published in International Journal of Software Computing and Testing · Vol. 7, Issue 2, 2021 · pp. 13–20 Read article