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research_group:start [2020/05/11 19:47]
abrodzicki
research_group:start [2023/04/16 23:24] (current)
abrodzicki [Vehicle interior image segmentation]
Line 6: Line 6:
  
 ==== Deep neural networks in early detection of melanomas ==== ==== Deep neural networks in early detection of melanomas ====
-FIXME 
  
 +**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 58: Line 73:
   * M. Piekarski   * M. Piekarski
   * J. Jaworek-Korjakowska   * J. Jaworek-Korjakowska
-==== Detection and analysis of patterns ​(@asia: muszę dopracować ) ==== +==== Detection and analysis of patterns ====
-FIXME+
  
 ==== Cell detection ==== ==== Cell detection ====
Line 69: Line 83:
   * image processing   * image processing
   * sharing information from different images   * sharing information from different images
-  * convolitional ​neural networks+  * convolutional ​neural networks
  
 Team members involved: Team members involved:
Line 77: Line 91:
 ==== Bacteria response clustering ==== ==== Bacteria response clustering ====
  
-To improve speed and+Newly opened project, in cooperation with Stanford University. The main idea is to analyse bacteria reaction in response to different serums.
  
 The research topics include: The research topics include:
Line 87: Line 101:
   * A. Brodzicki   * A. Brodzicki
  
 +==== Reconstructing images'​ missing areas with generative models ====
 +
 +The research topics include:
 +  * reconstruction
 +  * generative learning
 +  * GANs
 +  * autoencoders
 +
 +Team members involved:
 +  * J. Jaworek-Korjakowska
 +  * 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
  
 ---- ----
research_group/start.1589219276.txt.gz · Last modified: 2020/08/25 15:49 (external edit)