David Geisler

Photo of

University of Tübingen
Dpt. of Computer Science
Human-Computer Interaction
Sand 14
72076 Tübingen
Germany

Telephone
+49 - (0) 70 71 - 29 - 70492
Telefax
+49 - (0) 70 71 - 29 - 50 62
E-Mail
david.geisler@uni-tuebingen.de
Office
Sand 14, C206
Office hours
on appointment

Research Interests

  • Autonomous driving and Driver Monitoring Technology
  • Gaze-based driver awareness and assistance systems
  • Visual Perception
  • Retinal scene processing

Publications

RemoteEye: An open-source high-speed remote eye tracker

mar, 2020

by Benedikt Hosp, Shahram Eivazi, Maximilian Maurer, Woflgang Fuhl, David Geisler, and Enkelejda Kasneci

PDF BIB

Exploiting the GBVS for Saliency aware Gaze Heatmaps

2020

by David Geisler, Daniel Weber, Nora Castner, and Enkelejda Kasneci

PDF BIB

A MinHash approach for fast scanpath classification

2020

by David Geisler, Nora Castner, Gjergji Kasneci, and Enkelejda Kasneci

PDF BIB

Encodji: Encoding Gaze Data Into Emoji Space for an Amusing Scanpath Classification Approach ;)

2019

by Wolfgang Fuhl, Efe Bozkir, Benedikt Hosp, Nora Castner, David Geisler, Thiago C., and Enkelejda Kasneci

PDF BIB

Person Independent, Privacy Preserving, and Real Time Assessment of Cognitive Load using Eye Tracking in a Virtual Reality Setup

mar, 2019

by E. Bozkir, D. Geisler, and E. Kasneci

PDF BIB

The applicability of Cycle GANs for pupil and eyelid segmentation, data generation and image refinement

nov, 2019

by W. Fuhl, D. Geisler, W. Rosenstiel, and E. Kasneci

PDF BIB

Assessment of Driver Attention During a Safety Critical Situation in VR to Generate VR-based Training

sep, 2019

by E. Bozkir, D. Geisler, and E. Kasneci

PDF BIB

Real-time 3D Glint Detection in Remote Eye Tracking Based on Bayesian Inference

may, 2018

by David Geisler, Dieter Fox, and Enkelejda Kasneci

PDF BIB

CBF:Circular binary features for robust and real-time pupil center detection

jun, 2018

by W. Fuhl, D. Geisler, T. Santini, T. Appel, W. Rosenstiel, and E. Kasneci

PDF BIB

Development and Evaluation of a Gaze Feedback System Integrated into EyeTrace

jun, 2018

by K. Otto, N. Castner, D. Geisler, and E. Kasneci

PDF BIB

Online recognition of driver-activity based on visual scanpath classification

2017

by Christian Braunagel, David Geisler, Wolfgang Rosenstiel, and Enkelejda Kasneci

BIB

Saliency Sandbox: Bottom-Up Saliency Framework

feb, 2017

by D. Geisler, W. Fuhl, T. Santini, and E. Kasneci

PDF BIB

EyeRecToo: Open-Source Software for Real-Time Pervasive Head-Mounted Eye-Tracking

feb, 2017

by T. Santini, W. Fuhl, D. Geisler, and E. Kasneci

PDF BIB

EyeLad: Remote Eye Tracking Image Labeling Tool

feb, 2017

by W. Fuhl, T. Santini, D. Geisler, T. C. Kübler, and E. Kasneci

PDF BIB

On the necessity of adaptive eye movement classification in conditionally automated driving scenarios

mar, 2016

by C. Braunagel, D. Geisler, W. Stolzmann, W. Rosenstiel, and E. Kasneci

PDF BIB

Eyes Wide Open? Eyelid Location and Eye Aperture Estimation for Pervasive Eye Tracking in Real-World Scenarios

sep, 2016

by W. Fuhl, T. Santini, D. Geisler, T. C. Kübler, W. Rosenstiel, and E. Kasneci

PDF BIB

Evaluation of State-of-the-Art Pupil Detection Algorithms on Remote Eye Images

sep, 2016

by W. Fuhl, D. Geisler, T. Santini, and E. Kasneci

PDF BIB

Research

Eye labeling tool

Ground truth data is an important prerequisite for the development and evaluation of many algorithms in the area of computer vision, especially when these are based on convolutional neural networks or other machine learning approaches that unfold their power mostly by supervised learning. This learning relies on ground truth data, which is laborious, tedious, and error prone for humans to generate. In this paper, we contribute a labeling tool (EyeLad) specifically designed for remote eye-tracking data to enable researchers to leverage machine learning based approaches in this field, which is of great interest for the automotive, medical, and human-computer interaction applications. The tool is multi platform and supports a variety of state-of-theart detection and tracking algorithms, including eye detection, pupil detection, and eyelid coarse positioning.

Learn More

Teaching

Course Term
Grundlagen der Multimediatechnik
Praktikum zu Grundlagen der Multimediatechnik
Technische Anwendungen der Informatik: Hard- und Software aktueller Eye-Tracking-Systeme
Technische Anwendungen der Informatik: Hard- und Software aktueller Eye-Tracking-Systeme
Seminar: Advanced Topics in Perception Engineering
Eye Tracking in Mobile Computing and Virtual Reality

News

06.06.2020

Best paper award at 2020 Eye Tracking and Reseach Applications Conference

The paper “A Min hash approach to scanpath classification” received the best paper award at 2020 Eye Tracking and Reseach Applications Conference (ETRA).

Read more ...

24.03.2020

RemoteEye published in Behavior Research Methods

Recent Publication in the journal Behavior Research Methods (March 2020)

Read more ...

19.03.2020

Eight papers accepted at 2020 Eye Tracking and Reseach Applications Conference

The Human - Computer Interaction group (formerly Perception Engineering) are represented with 8 papers at the 2020 Eye Tracking and Reseach Applications Conference (ETRA).

Read more ...