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Viability of Viola-Jones Algorithm for Drowsiness Detection in Drivers
2024 IEEE 9th International Conference for Convergence in Technology (I2CT)This research paper investigates the viability ofusing the Viola-Jones algorithm for drowsiness detection in drivers. The algorithm is designed to detect the presence of a face, locate the eyes within the face region, and then calculate the Eye Aspect ...
Kireet Joshi +5 more
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Face Recognition Based on Viola-Jones Algorithm as Dataset for Image Classification
2021 3rd International Symposium on Material and Electrical Engineering Conference (ISMEE), 2021Face detection is the first step in the face recognition system to identify the entire image area to find facial areas and non-face areas. The face recognition process can be known through the position and distance of the face from the camera.
Ariq Rizqullah +3 more
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Face Detection and Extraction Using Viola–Jones Algorithm
2021In the current times, face detection by computer system has become a major field of interest. Face detection technology can be applied to various fields-including security, biometrics, law enforcement, entertainment, and personal safety—to provide surveillance and tracking of people in real time.
Mayukh Ghosh +3 more
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Illumination invariant face detection using viola jones algorithm
2017 4th International Conference on Advanced Computing and Communication Systems (ICACCS), 2017In the recent days, there has been a wide advancement in human computing systems. It always remains a challenge to make the computer system behave like how a human senses things. Computer Vision has been a pioneer in making things more automated and better for humans.
Mangayarkarasi Nehru, S. Padmavathi
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Driver Drowsiness Detection Using Viola Jones Algorithm
2019Monitoring a driver to detect his distraction is a complex problem that involves physiological and behavioral elements. In order to solve this problem a constant detection system for monitoring driver’s eye movement is to be monitored. Initially, driver’s face is first located in the input video sequence which is then tracked over the subsequent eye ...
J. Anitha, G. Mani, K. Venkata Rao
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Face Detection Based on Viola-Jones Algorithm Applying Composite Features
International Conference on Robots & Intelligent System, 2019Viola-Jones' face detection algorithm was jointly proposed by Paul Viola and Michael Jones. Although it realized face real-time detection to some extent, its false detection rate is not low.
Wenling Lu, Ming Yang
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2006
Here, we present the details of the classification method of Viola & Jones that was introduced in chapter 7. The classifier was also described in our publications [Frintrop et al., 2004b] and [Mitri et al., 2005]. Further details can be found in the original papers [Lienhart and Maydt, 2002,Viola and Jones, 2004].
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Here, we present the details of the classification method of Viola & Jones that was introduced in chapter 7. The classifier was also described in our publications [Frintrop et al., 2004b] and [Mitri et al., 2005]. Further details can be found in the original papers [Lienhart and Maydt, 2002,Viola and Jones, 2004].
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Improving Detector of Viola and Jones through SVM
2011Boosted cascade proposed by Viola and Jones is applied to many object detection problems. In their cascade, the confidence value of each stage can only be used in the current stage so that interstage information is not utilized to enhance classification performance.
Zhenchao Xu, Li Song, Jia Wang, Yi Xu
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Evolutionary Feature Preselection for Viola-Jones Classifier Training
2012 Spring Congress on Engineering and Technology, 2012Object detection and recognition still pose a major challenge for computer vision systems. The Viola-Jones framework is a popular means of building classifiers that can perform these tasks effectively and efficiently. Viola-Jones draws upon a set of simple, Haar-like image features at all scales and positions. As this set grows rapidly with image size,
Simon R. Lang +2 more
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Accelerating Viola-Jones Facce Detection Algorithm on GPUs
2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems, 2012The Viola-Jones face detection algorithm represents a class of parallel algorithms that both memory accesses and work distributions are irregular, thereby hard to obtain high performance on GPUs. Furthermore, conventional GPU programming wisdom usually guides us on how to optimize data parallel workloads with regular inputs and outputs.
Haipeng Jia +3 more
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