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1309 articles for “Efficiency”
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Underwater Image Enhancement and Edge Detection
Abstract: A hybrid image enhancement and edge detection algorithm for underwater images is proposed in this paper. The proposed enhancement algorithm augments the image quality and suppresses noise in underwater images. The novel edge detection process is centered on the pixel phase information present in images, thereby leading to edge pixels that are illumination invariant. Since, illumination influences a major portion of information in underwater images, subjective analysis of the proposed …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 1, Issue 1, 2015 · pp. 11–21 Read article
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Indian Lipi Recognition Using Image Analysis Technology
Abstract: Abstract A document image analysis technology is optical character recognition (OCR) where scanned digital images provide as input to the system and translated into an editable machine comprehend digital text format. OCR is an interested topic for researcher in the past decades. It has been seen that efficient algorithms have increased the speed and accuracy of character recognition. A substantial amount of work has been done on foreign languages such …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 1, Issue 2, 2015 · pp. 11–17 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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Face Recognition and Identification Using Computer Vision
Abstract: ABSTRACT In practice, identification of criminal in India is done through thumbprint identification. However, this type of identification has many constraints. Our face recognition poses to be able to detect face and recognize face automatically. Nowadays, face recognition systems use biometric for many security applications. This technique uses an image-based approach toward artificial intelligence by removing redundant data from face images through image compression using computer vision that compares a …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 5, Issue 1, 2019 · pp. 6–10 Read article
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A Multi-Terrain Fractal-Based Digital Camouflage Pattern
Abstract: A recent need for modern infantry operations would be the requirement of an effective camouflage pattern for usage in multiple terrains. This is a result of the modern evolution of military combat as its common for military units to be rotated from one location to another (usually with drastically different ecosystems). A good camouflage pattern that has tried to address this issue would be Crye Precision’s MultiCam, however it still …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 7, Issue 1, 2021 · pp. 30–38 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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Facial Image Analysis for Identification of Gender: A Machine Learning based Approach
Abstract: Facial biometrics for gender classification is known to significantly improve the efficiency of person identification in biometric access control models. It not only increases the speed but also improves the accuracy. It reduces the effort of finding a match for a face in the databases to almost a half. The process like any pattern recognition framework needs to extract the useful features. A novel gender identification algorithm is proposed which …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 7, Issue 1, 2021 · pp. 23–29 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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Fuzzy and Intuitionistic Fuzzy Operators with Applications in Breast Tumor Classification
Abstract: Breast Cancer accounting for 14% of all cancers in women is the most familiar cancer among women in India. According to GLOBOCON data 2018, 1,62,468 new cases and 87,090 demises were accounted for breast cancer in India. The incidence rate of breast cancer starts rising in the early 30s and reaches a peak at the age of 50–64 years. In general, 1 in 28 women will develop breast cancer at …
Published in International Journal of Image Processing and Pattern Recognition · Vol. 9, Issue 1, 2023 · pp. 35–46 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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Research Methodology for the Development of Software Tool to Improve the Quality of Software Product using Fuzzy Quality Function Deployment
Abstract: The correct way towards the success of the development of software tool is to follow the acceptable methodology. The software developed according to the correct methodology will never tend to be failed. An elegant research methodology can help in achieving the desired goals related to the development of software in a most efficient way. It acts as a nerve centre between the researcher and its research work. To develop the …
Published in International Journal of Software Computing and Testing · Vol. 1, Issue 1, 2015 · pp. 9–13 Read article
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An Empirical Evaluation of a New Comparison Sort Algorithm
Abstract: Most of the present day applications are database oriented like telephone directory, list of students, list of employees in an organization, and hospital databases etc. The users of these applications would like the data in some specified order (ascending or descending) that may be arithmetical or lexicographical. The sorting algorithms sort the data stored in database on its primary key or any other key value. This paper presents a new …
Published in International Journal of Software Computing and Testing · Vol. 3, Issue 1, 2017 · pp. 1–7 Read article
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An Innovative Approach for Crop Disease Detection using Image Processing Technique and Pesticide Suggestion for Effective Crop Cultivation
Abstract: The yield of the crop is important as the farmers are the back bone of our country India. The bacterial attack is going to ruin the early detection of these diseases on leaf and the pomegranate fruit. The proposed framework automatically grades the disease on leaves of crops. The system efficiently instructs Information and Communication Technology (ICT) in Agriculture and hence contributes to Precision Agriculture. Currently, plant pathologists mostly trust …
Published in International Journal of Software Computing and Testing · Vol. 4, Issue 2, 2018 · pp. 4–7 Read article
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Speech Based Access of Agricultural Commodity Prices and Weather Information
Abstract: The mobile and internet revolution has provided solutions to number of different problems, yet farmers in India have not benefit much due to this technological revolution. The reason being lack of knowledge to use internet, smart-phones and illiteracy forces farmers to still follow obsolete and outdated practices. In this paper we are proposing a cloud-based system, wherein the illiterate farmers can make a voice call through a toll-free number which …
Published in International Journal of Software Computing and Testing · Vol. 4, Issue 2, 2018 · pp. 13–18 Read article
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Smart Waste Management System Using IoT
Abstract: Waste collection and to dispose is one of the biggest issue that world is facing. This requires huge expenditure and more costing includes manpower, collection bin vehicle cost, fuel cost, and proper ways to dispose it. This factor led the necessity of designing, implementing and executing an intelligent smart waste management system for proper dispose of waste. This paper concentrates on the implementation of smart waste management using IoT computing. …
Published in International Journal of Software Computing and Testing · Vol. 5, Issue 2, 2019 · pp. 30–37 Read article
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Adaptive Text_Summarization: A Meaningful Summarization of Reviews
Abstract: Adaptive text_summarization is a model which takes elaborated data set of reviews containing more than two attributes as input and further breaks down those large chunks of text into summarized - form by eliminating attributes which are of less important for final evaluation. We keep only those attributes which contribute for better adaptation of meaning of the dataset. We have executed the techniques of Recurrent Neural-Network and Seq2Seq models to …
Published in International Journal of Software Computing and Testing · Vol. 6, Issue 1, 2020 · pp. 1–7 Read article
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Cyber Crimes: Their Impacts & Solutions - A Review
Abstract: This paper distinguishes the significance of being familiar with the impacts of cyber crime remembering the ongoing exercises that have occurred and offering answers for shield oneself from it. In the present period of web based preparing, limit of the data is on the web and inclined to cyber attacks. There are countless cyber attacks and their conduct is hard to early seeing subsequently hard to limit in the early …
Published in International Journal of Software Computing and Testing · Vol. 6, Issue 2, 2020 · pp. 1–10 Read article
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The Use of Developed Computer Medical Process Manager “Medical Commander” for Application in Medical Practice
Abstract: ABSTRACTThe use of the computer in the medical clinical practice plays an important role for the effective diagnosis, treatment, and management of patients in hospitals. The use of a computer today in medical practice is limited to the creation of medical database management systems that take into account all the requirements of hospital and are capable of providing simple and efficient storage of information about patients who visit the hospital …
Published in International Journal of Software Computing and Testing · Vol. 6, Issue 2, 2020 · pp. 11–27 Read article
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e-Canteen Ordering System: Food Delivery Software
Abstract: The Canteen Ordering system is a web based software which is essential because of the recent developments in technology and increasing use of internet. Through our proposed Real-time online food ordering system, food can be ordered in a hassle-free manner. This canteen system enables the end users to register online, read and select their preferred food and order them online through this given website. Canteen employees can then use these …
Published in International Journal of Software Computing and Testing · Vol. 7, Issue 1, 2021 · pp. 21–24 Read article
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Search of Higher Speed 5G Wireless Technology
Abstract: 5G stands for 5th generation technology which changed the thinking of mobile with inbuilt Hbank which users have never experienced ever before. It is such a high value technology. The major goal of 5G is to close the technology gap and provide contemporary or sophisticated technology because the transition from 1G to 5G is too long in comparison to technological advancement. There are so many challenges to develop it. However, …
Published in International Journal of Software Computing and Testing · Vol. 7, Issue 2, 2021 · pp. 27–32 Read article