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Muntaha Sakeena

  • Junior Researcher
    Forschungsgruppe Media Computing
    Institut für Creative\Media/Technologies
  • Department Medien und Digitale Technologien
Arbeitsplatz: D - Heinrich Schneidmadl-Straße 15
T: +43/2742/313 228 594

Departments

  • Medien und Digitale Technologien

Kurzprofil

  • Since 2017. Junior Researcher at FHSTP Austria.
  • 2016. Completed Masters in Computer Engineering, NUST, Pakistan
  • 2012. Completed Bachelors in Computer System engineering, NFCIET, Pakistan
  • research focus includes machine learning, image processing, pattern recognition and computer vision.

Projekte

Publikationen

Despotovic, M., Koch, D., Leiber, S., Döller, M., Sakeena, M., & Zeppelzauer, M. (2019). Prediction and analysis of heating energy demand for detached houses by computer vision. Energy & Buildings, 193, 29–35. https://doi.org/10.1016/j.enbuild.2019.03.036
Sakeena, Muntaha, & Zeppelzauer, Matthias. (2019). Combining Deep Learning and Variational Level Sets for Segmentation of Buildings. In Proceedings of ARW & OAGM Workshop 2019 (p. 2). Steyr, Austria. https://doi.org/10.3217/978-3-85125-663-5-42
Koch, D., Despotovic, M., Sascha, L., Sakeena, M., Döller, M., & Zeppelzauer, M. (2019). Real Estate Image Analysis - A Literature Review. Real Estate Economics Journal, to Appear, 27(2), 269–300.
Strebl, J., Slijepcevic, D., Kirchknopf, A., Sakeena, M., Seidl, M., & Zeppelzauer, M. (2019). Flood Level Estimation from Social Media Images. In CEUR Proceedings of the MediaEval 2019 Workshop (p. 2). Nice, France.
Koch, D., Despotovic, M., Döller, M., Sakeena, M., & Zeppelzauer, M. (2019). Predicting Condition and Costs of a Property by Computer Vision. Building and Environment, Submitted.
Ammar, M., Khawaja, S. G., Atif, A., Akram, M. U., & Sakeena, M. (2018). Learning Based Segmentation of Skin Lesion from Dermoscopic Images. In 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom) (pp. 1–6). IEEE.
Sakeena, M., Riasat, R., Hassan, A., & Riaz, F. (2018). Supervised Level Sets For Dermoscopic Image Segmentation. In 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom) (pp. 1–5). IEEE.
Riasat, R., Sakeena, M., Sadiq, A. H., & Wang, Y.-J. (2018). Onamd: An Online Android Malware Detection Approach. In 2018 International Conference on Machine Learning and Cybernetics (ICMLC) (Vol. 1, pp. 190–196). IEEE.
Koch, D., Despotovic, M., Sakeena, M., Döller, M., & Zeppelzauer, M. (2018). Visual Estimation of Building Condition with Patch-level ConvNets. In Proceedings of the 2018 ACM Workshop on Multimedia for Real Estate Tech - RETech"18 (pp. 12–17). Yokohama, Japan: ACM Press. https://doi.org/10.1145/3210499.3210526
Zeppelzauer, M., Despotovic, M., Sakeena, M., Koch, D., & Döller, M. (2018). Automatic Prediction of Building Age from Photographs. In Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR "18) (pp. 126–134). Yokohama, Japan: ACM Press. https://doi.org/10.1145/3206025.3206060
Riaz, F., Nisar, R., Hassan, A., Sakeena, M., & Azad, M. A. (2017). Estimation of Illumination Map from Dermoscopy Images for Extracting Differential Structures Using Gabor Local Mesh Patterns. In 2017 International Conference on Computational Science and Computational Intelligence (CSCI) (pp. 426–431). IEEE.
Sakeena, M., Riasat, R., Sadiq, A. H., Ahmad, Z., & Riaz, F. (2017). Dermoscopic image analysis using pattern recognition techniques from region of interest (ROI) for detection of melanoma. In Machine Learning and Cybernetics (ICMLC), 2017 International Conference on (Vol. 1, pp. 162–168). IEEE.
Riasat, R., Sakeena, M., SADIQ, A. H., Chong, W., ZHANG, C., & WANG, Y. (2017). Machine Learning Approach for Malware Detection by Using APKs. In DEStech Transactions on Computer Science and Engineering.
Despotovic, M., Sakeena, M., Koch, D., Döller, M., & Zeppelzauer, M. (2017). Predicting Heating Energy Demand by Computer Vision. Computer Science - Research and Development, 33, 231–232. https://doi.org/10.1007/s00450-017-0363-6
Sakeena, M. (2016). Location Tracking And Detection Of Human Using Mobile Robot And Wireless Sensor Networks. In International Journal Of Engineering And Computer Science (Vol. 5).
RIASAT, R., Sakeena, M., Chong, W., SADIQ, A. H., & WANG, Y. (2016). A Survey on Android Malware Detection Techniques. In DEStech Transactions on Computer Science and Engineering.
Riasat, R., Guangjun, N., Riasat, Z., Aslam, I., & Sakeena, M. (2016). Effects of Nanoparticles on Gastrointestinal Disorders and Therapy. https://doi.org/10.4172/2161-0495.1000313