mgr inż. Sebastian Cygert
Słowa kluczowe Pomoc
- wind turbine
- ai safety · robustness · uncertainty estimation · pedestrian detection · object detection.
- akustyczny czujnik wektorowy
- convolutional neural network, pedestrian detection, robustness, style-transfer, data augmentation, uncertainty estimation
- facial motion capture
- image processing
- lip-reading, facial motion capture, speech recognition, vocalic segments
Vehicle detector training with labels derived from background subtraction algorithms in video surveillance
Vehicle detection in video from a miniature station- ary closed-circuit television (CCTV) camera is discussed in the paper. The camera provides one of components of the intelligent road sign developed in the project concerning the traffic control with the use of autonomous devices being developed. Modern Convolutional Neural Network (CNN) based detectors need big data input, usually demanding their manual labeling. In the presented...
Visual features convey important information for automatic speech recognition (ASR), especially in noisy environment. The purpose of this study is to evaluate to what extent visual data (i.e. lip reading) can enhance recognition accuracy in the multi-modal approach. For that purpose motion capture markers were placed on speakers' faces to obtain lips tracking data during speaking. Different parameterizations strategies were tested...
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