Browsing by Author "Shaban, Muhammad"

Now showing items 1-3 of 3

    • Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer 

      Ehteshami Bejnordi, Babak; Veta, Mitko; Johannes van Diest, Paul; van Ginneken, Bram; Karssemeijer, Nico; ... more authors ( American Medical Association , 2017 , Article)
      IMPORTANCE: Application of deep learning algorithms to whole-slide pathology imagescan potentially improve diagnostic accuracy and efficiency. OBJECTIVE: Assess the performance of automated deep learning algorithms at ...

    • Multi-person head segmentation in low resolution crowd scenes using convolutional encoder-decoder framework 

      Shaban, Muhammad; Mahmood, Arif; Al-maadeed, Somaya; Rajpoot, Nasir ( Springer Verlag , 2019 , Conference Paper)
      Person head detection in crowded scenes becomes a challenging task if facial features are absent, resolution is low and viewing angles are unfavorable. Motion and out-of-focus blur along with headwear of varying shapes ...

    • Pose Detection for Partially Occluded Persons in Spectator Crowds 

      Mahmood, Arif; Shaban, Muhammad; Idrees, Haroon; Rajpoot, Nasir M; Shah, Mubarak ( Hamad bin Khalifa University Press (HBKU Press) , 2016 , Conference Paper)
      In recent years, vision based solutions have shown improvement in performance for scenes containing single or few persons for the tasks of person detection, tracking, and action recognition. Dense crowd analysis is the ...