Essays about: "Pose classification"
Showing result 16 - 20 of 38 essays containing the words Pose classification.
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16. Human pose augmentation for facilitating Violence Detection in videos: a combination of the deep learning methods DensePose and VioNetHuman pose augmentation for facilitating Violence Detection in videos: a combination of the deep learning methods DensePose and VioNet
University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologiAbstract : In recent years, deep learning, a critical technology in computer vision, has achieved remarkable milestones in many fields, such as image classification and object detection. In particular, it has also been introduced to address the problem of violence detection, which is a big challenge considering the complexity to establish an exact definition for the phenomenon of violence. READ MORE
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17. Facial Identity Embeddings for Deepfake Detection in Videos
University essay from Linköpings universitet/DatorseendeAbstract : Forged videos of swapped faces, so-called deepfakes, have gained a lot of attention in recent years. Methods for automated detection of this type of manipulation are also seeing rapid progress in their development. READ MORE
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18. Real Time Gym Activity Detection using Monocular RGB Camera
University essay from Högskolan i Halmstad/Akademin för informationsteknologiAbstract : Action detection is an attractive area for researchers in computer vision, healthcare, physiotherapy, psychology, and others. Intensive work has been done in this area due to its wide range of applications such as security surveillance, video tagging, Human-Computer Interaction (HCI), robotics, medical diagnosis, sports analysis, interactive gaming, and many others. READ MORE
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19. Automatic Gait Recognition : using deep metric learning
University essay from Linköpings universitet/DatorseendeAbstract : Recent improvements in pose estimation has opened up the possibility of new areas of application. One of them is gait recognition, the task of identifying persons based on their unique style of walking, which is increasingly being recognized as an important method of biometric indentification. READ MORE
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20. Classification of the different movements (walk/trot/canter) anddata collection of pose estimation
University essay fromAbstract : Pose estimation uses computer vision to predict how a body moves. The likeliness off different movements is predicted with a neural network and the most likely pose is predicted. With DeepLabCut, an open source software package for 3D animal pose estimation, information about animals behaviour and movement can be extracted. READ MORE
