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503 articles for “projects”
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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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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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Review on Sign Language Detection Using Action Detection
Abstract: The development of sign language as a means of communication for those with hearing loss has been a significant step. Sign language is always needed for communication as not everyone understands how to translate signs. Without an interpreter, it is challenging to communicate. The hand shape, motion profile, and positioning of the hand, face, and other body components vary amongst signs in a particular sign language. Therefore, visual sign language …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 8, Issue 1, 2022 · pp. 20–26 Read article
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Deep Learning to Detect Pneumonia from Chest X-Ray Image
Abstract: Pneumonia is an acute pulmonary infection that is caused by viruses or by bacteria and it causes inflammation in the lungs. In 2019, a total of 2.5 million people died because of pneumonia, out of which, one third were younger than the age of 5. This infection was diagnosed by taking a chest Xray. The prediction of diseases is mainly based on human knowledge. In this, the probability of human …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 8, Issue 1, 2022 · pp. 8–14 Read article
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Human Mood Identification (Data Recording System)
Abstract: Researchers across a variety of fields are becoming more interested in a human-computer interface system for automatic facial emotion identification. In our project, an Automatic Facial Expression Recognition System (AFERS) which records emotion for physiological analysis has been proposed. The suggested process consists of four steps: Identifying every face in the frame is part of the first stage. We focus on each face and adjust it in such a way …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 8, Issue 1, 2022 · pp. 15–19 Read article
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Image Processing Invisibility Cloak: A Review
Abstract: We have seen invisible people in stories, but in the world, it is still not proven that invisibility exists. This review explains the invisibility of anything with the help of various technologies. On many commonplace commercial objects, you can find difficult patterns and backdrops. Such textual data may be presented in a variety of scales, fonts, colours, and orientations. The very basic operations are performed to process the frames, which …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 8, Issue 2, 2022 · pp. 51–57 Read article
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Fake News Detection Based on 3-HAN Architecture Using Deep Learning Techniques
Abstract: Fake news spreading is a common scenario we see nowadays in this modern era of social media and smart phones. According to the New York Times, fake news is described as “a made-up story with the intention of misleading, frequently with financial gain as the motive.” The problem is complex, given its varied interpretations across the globe. Hence, an effective system is needed to detect whether the given news is …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 9, Issue 2, 2023 · pp. 21–31 Read article
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Character Recognition with Neural Network
Abstract: In this project artificial neural network has been called for its application as characters recognizing network. The network is made to learn as per the requirement by training them with some specific patterns that corresponds to the character. The number of input and output layer neurons is chosen. The training patterns and testing patterns are designed using matrices 0’s and 1’s.The weights in the network are adjusted using back propagation …
Published in International Journal of Software Computing and Testing · Vol. 3, Issue 2, 2017 · pp. 32–37 Read article
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Self-Monitoring Automated Route Trashbin
Abstract: Waste management is one of the vital role of a smart city. Nowadays smart cities are rapidly increase at the same time the pollution rate was also increased highly. So people are doing the things smartly to reduce the pollution. Since the generation of waste is active in nature, it often outcomes in some garbage cans getting overloaded and leaking while other remains almost vacant. An overflowing waste bin cannot …
Published in International Journal of Software Computing and Testing · Vol. 5, Issue 1, 2019 · pp. 22–25 Read article
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For Analyzing Fraud in Credit Cards, Fuzzy Particle Swarm Optimization (FPSO) with Enhanced Support Vector Machine (ESVM) Classifier
Abstract: Credit cards are extremely significant in today’s economy. However, as the number of Credit Card clients grew, so did the number of Credit Card fraud instances. To fight the upward thrust in credit score card fraud, a number of techniques were recommended. In previous study, a unique fraud detection system was presented that uses similar cardholders’ behavioural patterns to construct a recent behavioural profile of a cardholder in order to …
Published in International Journal of Software Computing and Testing · Vol. 7, Issue 2, 2021 · pp. 1–12 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
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Identification of Plant Leaf Diseases Using CNN
Abstract: The proposed approach helps detect leaf withering and provides a treatment. Databases retrieved from the internet are strictly isolated; unique leaf seeds are recognized and renamed to create an acceptable database. Next, you will receive a test database consisting of a series of leaf rots that will be used to verify the accuracy and reliability stages of your project. Already used. Then use the coaching statistics to train the classifier …
Published in International Journal of Software Computing and Testing · Vol. 8, Issue 1, 2022 · pp. 1–5 Read article
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Detection of Phishing Sites Using Machine Learning
Abstract: The content of phishing websites and online-based material provides a variety of indicators. One of the criminal attacks that are successful in the online world is phishing sites that direct users to a phishing website that looks and acts like a legitimate website in order to steal the victim's personal and sensitive information. The Extreme Learning Machine-based version that was suggested was excellent at spotting phishing websites. Internet page types …
Published in International Journal of Software Computing and Testing · Vol. 9, Issue 1, 2023 · pp. 33–39 Read article
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Basic Electrical Power System Design Calculations of a Housing Unit
Abstract: Electricity is a necessity in human's daily activity. From simplest household to the more elaborate dwellings. Electricity is a basic need for human comfort. Basically, the electric circuitry in a house or building comprises the branch circuits, the feeders and the main. The National Electrical Code provides that the branch circuit that supplies current to lighting and convenience outlets shall be of ample size and rating to carry the ·expected …
Published in International Journal of Analog Integrated Circuits · Vol. 3, Issue 2, 2017 · pp. 20–24 Read article
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Modelling and Analysis of Pressure Distribution of a Honing Machine Tool
Abstract: In the honing machining process it is very important that tool should with stand the pressure to create the pattern inside the cylinder. This project deals with the reverse engineering process, and selecting the appropriate pressure for honing tool and simulations are done at different pressure readings and the result of Forces on the component so that the productivity of the machine is improved. To achieve this we take a …
Published in International Journal of Analog Integrated Circuits · Vol. 4, Issue 2, 2018 · pp. 43–50 Read article
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A Complexity in Design of Cyber-Physical Systems: Context framework
Abstract: Cyber-bodily structures play a key role in a huge quantity of application domain names which include transportation, energy, health and nicely-being, manufacturing, and indeed as a part of clever infrastructures and towns—consequently now not best referring to business domain names. This paper makes a specialty of the complexity of destiny CPS, intuitively interpreted as a machine feature making it tough, and sometimes even not possible, as it should be predicted …
Published in International Journal of Analog Integrated Circuits · Vol. 6, Issue 2, 2020 · pp. 1–10 Read article
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An Analysis of Dynamic Electric Vehicle Charging on Public Roads
Abstract: Alternative dynamic and portable charging technologies, such as Dynamic Wireless Charging (DWC) or Rechargeable Roadways, could give Electric Vehicles an unrestricted amount of range even when they're in motion. Due to the greater advantages given to these vehicles that are travelling on fixed routes, larger vehicles like trucks or loaded vehicles are anticipated to be early adopters of the DWC technology. This project's objectives were to create a test bed …
Published in International Journal of Analog Integrated Circuits · Vol. 8, Issue 2, 2022 · pp. 1–10 Read article
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Scheme and Improvement of Topography Observation Carter Device Based on ATmega327 for Military Applications
Abstract: The goal of this endeavor is to create a mobile robot that can transport a surveillance camera over difficult terrain. It is often difficult to build mobile robot locomotion systems for unstructured environments, especially when moving across uneven or soft terrains or up obstacles is necessary. In order to assist designers in choosing the best option for particular operational needs, this project aims to examine the state-of-the-art in locomotion mechanisms …
Published in International Journal of Analog Integrated Circuits · Vol. 8, Issue 2, 2022 · pp. 21–27 Read article
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Smart Garbage Collecting Robot and Monitoring System using IOT
Abstract: Today, garbage management, from collection to disposal and interruption, has become one of the most tiresome and difficult tasks for municipal organisations worldwide. Thus, the novel idea of the Smart Dustbin has been considered for use in smart buildings, hospitals, schools, and train stations. The smart trash collector concept is an evolution of the conventional garbage collector by elevating it to the level of intelligence and infusing it with sensors …
Published in International Journal of Analog Integrated Circuits · Vol. 8, Issue 2, 2022 · pp. 34–41 Read article
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DressCode Monitoring System
Abstract: This project aims to develop a dress code monitoring system using YOLO v5 object detection technology. Thesystem utilizes a camera to capture images or video footage of individuals entering a specific area and then uses YOLO v5 todetect their clothing and ensure that it complies with the predefined dress code standards. The system utilizes a deep learningalgorithm to accurately recognize various clothing items and differentiate between compliant and non-compliant attire. …
Published in International Journal of Analog Integrated Circuits · Vol. 9, Issue 1, 2023 · pp. 11–19 Read article