Computer vision system for food quality evaluation &amp;#x2014; A review

Nandhini, P.; Jain, Jaya; George, Jaina

doi:10.1109/icctet.2013.6675916

Cited by 9 publications

(5 citation statements)

References 7 publications

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“…For the purpose of detection of hand gestures and hand tracking, the MediaPipe framework is used, and OpenCV library is used for computer vision [ 7 – 10 ]. The algorithm makes use of the machine learning concepts to track and recognize the hand gestures and hand tip.…”

Section: Algorithm Used For Hand Trackingmentioning

confidence: 99%

Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread

Shriram

Nagaraj

Jain

et al. 2021

Journal of Healthcare Engineering

Self Cite

125

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The mouse is one of the wonderful inventions of Human-Computer Interaction (HCI) technology. Currently, wireless mouse or a Bluetooth mouse still uses devices and is not free of devices completely since it uses a battery for power and a dongle to connect it to the PC. In the proposed AI virtual mouse system, this limitation can be overcome by employing webcam or a built-in camera for capturing of hand gestures and hand tip detection using computer vision. The algorithm used in the system makes use of the machine learning algorithm. Based on the hand gestures, the computer can be controlled virtually and can perform left click, right click, scrolling functions, and computer cursor function without the use of the physical mouse. The algorithm is based on deep learning for detecting the hands. Hence, the proposed system will avoid COVID-19 spread by eliminating the human intervention and dependency of devices to control the computer.

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Section: Algorithm Used For Hand Trackingmentioning

confidence: 99%

Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread

Shriram

Nagaraj

Jain

et al. 2021

Journal of Healthcare Engineering

Self Cite

125

View full text Add to dashboard Cite

show abstract

“…For the purpose of detection of hand gestures and hand tracking, the MediaPipe framework is used, and OpenCV library is used for computer vision [7][8][9][10]. The algorithm makes use of the machine learning concepts to track and recognize the hand gestures and hand tip.…”

Section: Algorithm Used For Hand Trackingmentioning

confidence: 99%

Deep Learning Based Real Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread

2023

jbab

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With the development technologies in the areas of aug-mented reality and devices that we use in our daily life, these devices are becoming compact in the form of Bluetooth or wireless technologies. This paper proposes an AI virtual mouse system that makes use of the hand gestures and hand tip detection for performing mouse functions in the computer using computer vision. The main objective of the proposed system is to perform computer mouse cursor functions and scroll function using a web camera or a built-in camera in the computer instead of using a traditional mouse device. Hand gesture and hand tip detection by using computer vision is used as a HCI [1] with the computer. With the use of the AI virtual mouse system, we can track the fingertip of the hand gesture by using a built-in camera or web camera and perform the mouse cursor operations and scrolling function and also move the cursor with it. While using a wireless or a Bluetooth mouse, some devices such as the mouse, the dongle to connect to the PC, and also, a battery to power the mouse to operate are used, but in this paper, the user uses his/her built-in camera or a webcam and uses his/her hand gestures to control the computer mouse operations.

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“…The program uses machine learning concepts to identify and recognize hand movements and hand tricks. [7][8][9].…”

Section: Iiihandtracking Algorithmmentioning

confidence: 99%

Virtual Mouse using Hand Gesture to avoid Infectious Diseases

N.¹

2022

IJSREM

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One of the most astonishing Human-Computer Interaction (HCI) inventions is the mouse. A wireless mouse or a Bluetooth mouse now require devices and are not completely free of gadgets because they rely on a battery for power and a dongle to connect to a PC. This problem can be solved in the proposed AI virtual mouse system by capturing hand motions and recognising hand tips with computer vision utilising a webcam or a built-in camera. In the system's algorithm, the machine learning algorithm is used. Hand movements can be used to control the computer remotely, and it can perform left click, right click, scrolling operations, and computer cursor functions without the need for a hardware mouse. Deep learning is used by the system to detect hands. As a result, by eliminating human influence, the proposed technique will prevent the spread of COVID-19 and other infectious diseases. In this paper, we have discussed the implementation of AI virtual keyboard and mouse system that uses computer vision to perform mouse functions in a computer by using hand gestures and fingertip detection. Keywords —Machine Learning, OpenCV, Media pipe, Hand tracking, Python

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Computer vision system for food quality evaluation — A review

Cited by 9 publications

References 7 publications

Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread

Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread

Deep Learning Based Real Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread

Virtual Mouse using Hand Gesture to avoid Infectious Diseases

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