Saliency based gaze simulator for webpages

chair/team/wolfgang-fuhl{% box %} ## Research Interest: * Computer Vision (Classical image processing, Rule based algorithms, Shape estimation, 3D pose estimation, Detection, Classification, Segmentation, 3D reconstruction, Image generation, Modern Image, Features (HOG, MSER, SIFT), Real time systems) * Machine Learning (Deep Neuronal Networks (Residual, Inception, Combinations, Recurrent), Tiny Convolutional Neuronal Networks, Real time Neuronal Networks (XOR, Binary, Tree), Unsupervised learning (Auto encoders, PCA), Support vector machines, Optimization, Decision Trees, KNN, GMM, transfer learning, Probabilistic (Naive Bays, HMM, CRF, Graph Models), Bagging, Boosting, Rule learning, PCA Networks, Scattering Networks, Clustering, Curve/Function fitting, evolutionary algorithms) * Eye Tracking (Real time feature extraction algorithms, Feature based gaze estimation, Appearance based gaze estimation, AOI generation, Scan path classification, Eye movement detection, Usability of eye tracking software, Data visualization) * Visualization (3D rendering, Data reduction, Interactive Visualizations, Splines) * Hardware (FPGAs, raspberry PI, Mobile Phones, NPU, GPU, CPU) {% endbox %} {% box %} ## Assigned-Thesis-Topics: * Arduino Cloud for Mobile Phones, Benedikt Hosp (M.Sc.) * Implementation And Evaluation Of Methods For Object Recognition, Sebastian Lutz (M.Sc.) * EyeTrace - Saliency AOI Generation, Ying Meng (M.Sc.) * Vergleich von Aufmerksamkeitsmodellen auf der Basis dynamischer Fahrszenen, Erik Lemke (B.Sc.) * Extraktion der Blutgefäße des Auges aus Nahaufnahmen, Sotirios Pavlidis (B.Sc.) * Bewertung Maschinelle Lernalgorithmen für die Güte von Programmierkenntnissen, Christian Hackenbeck (B.Sc.)
PDF * Bewertung und Umsetzung bewährter Echtzeitbildverarbeitungsmerkmale für den Einsatz in Webbrowsern, Amr Abdellatif (B.Sc.)
PDF * Bewertung und Umsetzung echtzeitfähiger maschineller Lern Algorithmen für den Einsatz in Webbrowsern, Hao liu (B.Sc.)
PDF * Erstellung und Bewertung eines Webbrowserbasierten Frameworks zur Datenakquise für Studien, Roufayda Salaheddine (B.Sc.)
PDF * Erstellung und Bewertung einer Webplattformbasierten Datenhaltungs- und Bewertungssoftware für Studien, Oliwia Oles (B.Sc.)
PDF * Improve Browser Watermarking with Eye Tracking, Nikolai Iraj Sanamrad (B.Sc.)
PDF * Scan path Classification in dynamic scenes, Fadi Al-kayid (B.Sc. in progress) * Gaze based tessellation of objects in 3D scenes, Eric Goofers (M.Sc. in progress) {% endbox %}