research_group:start
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research_group:start [2020/08/25 15:50] 127.0.0.1 external edit |
research_group:start [2023/04/16 23:24] (current) abrodzicki [Vehicle interior image segmentation] |
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| ==== Deep neural networks in early detection of melanomas ==== | ==== Deep neural networks in early detection of melanomas ==== | ||
| + | **Research goal:**\\ | ||
| + | Extending the knowledge of melanoma classification by exploring areas such as: | ||
| + | * Artifact removal | ||
| + | * Thickness prediction | ||
| + | * General anatomic sites localisation | ||
| + | * Global pattern recognition | ||
| + | * Differt approach to acral lesions | ||
| + | * Confocal microscopy | ||
| + | |||
| + | |||
| + | People involved: | ||
| + | * J. Jaworek-Korjakowska | ||
| + | * A. Wójcicka | ||
| + | * A. Brodzicki | ||
| + | * F. Noworolnik | ||
| + | * D. Kucharski | ||
| ==== Computer-aided dermatopathology ==== | ==== Computer-aided dermatopathology ==== | ||
| Line 97: | Line 113: | ||
| * D. Kucharski | * D. Kucharski | ||
| + | ==== Vehicle interior image segmentation ==== | ||
| + | |||
| + | The research topics include: | ||
| + | * dataset preparation | ||
| + | * image classification | ||
| + | * image segmentation | ||
| + | |||
| + | Team members involved: | ||
| + | * J. Jaworek-Korjakowska | ||
| + | * A. Kostuch | ||
| + | |||
| + | ==== Robotics ==== | ||
| + | |||
| + | The research covers the topic of reinforcement learning used for robotic arm optimal trajectory planning. | ||
| + | |||
| + | Team members involved: | ||
| + | * J. Jaworek-Korjakowska | ||
| + | * M. Aleksandrowicz | ||
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research_group/start.1598363427.txt.gz · Last modified: 2020/08/25 15:50 by 127.0.0.1
