Machine Learning Applications in Computer Vision

Real-time estimation of distance between people and/or objects in video surveillance

Nikolay Neshov, Agata Manolova, Krasimir Tonchev, and Vladimir Poulkov.

23rd International Symposium on Wireless Personal Multimedia Communications (WPMC), pp. 1-4. IEEE, 2020.

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Automated Extraction of Crater Rims on 3D Meshes Combining Artificial Neural Network and Discrete Curvature Labeling

Nicole Christoff, Laurent Jorda, Sophie Viseur, Sylvain Bouley, Agata Manolova and Jean-Luc Mari
Earth, Moon and Planets, 2020, 124(3-4), pp. 51–72

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Detection and Analysis of Periodic Actions for Context-Aware Human Centric Cyber Physical System to Enable Adaptive Occupational Therapy

Nikolay Neshov, Agata Manolova, Krasimir Tonchev, and Ognian Boumbarov.

10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), vol. 2, pp. 685-690. IEEE, 2019.

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Skeleton-Based Human Activity Recognition by Spatio-Temporal Representation and Convolutional Neural Networks with application to Cyber Physical Systems with Human in the Loop

Petar Nikolov, Ognian Boumbarov, Agata Manolova, Krasimir Tonchev, Vladimir Poulkov

Proceedings of International Conference on Telecommunications and Signal Processing (TSP), Athens, Greece, July 2018, pp. 437-441, DOI: 10.1109/TSP.2018.8441171

Skeleton-Based Human Activity Recognition by Spatio-Temporal Representation and Convolutional Neural Networks with application to Cyber Physical Systems with Human in the Loop Read More »

Real-time estimation of distance between people and/or objects in video surveillance

Automated Extraction of Crater Rims on 3D Meshes Combining Artificial Neural Network and Discrete Curvature Labeling

Detection and Analysis of Periodic Actions for Context-Aware Human Centric Cyber Physical System to Enable Adaptive Occupational Therapy

Skeleton-Based Human Activity Recognition by Spatio-Temporal Representation and Convolutional Neural Networks with application to Cyber Physical Systems with Human in the Loop

Drowsiness monitoring in real-time based on supervised descent method

Feature extraction and automatic detection of martian impact craters from 3D meshes

Applications of large scale kernel machines for real world human mood estimation

Expression Recognition Using Sparse Selection of log-Gabor Facial Features

Discrete curvatures combined with machine learning for automated extraction of impact craters on 3D topographic meshes

Action Unit recognition in still images using graph-based feature selection