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ORCIDEnkelejda Kasneci
Enkelejda Tafaj
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- affiliation: Technical University of Munich, Germany
- affiliation (former): University of Tübingen, Germany
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Journal Articles
- 2024
[j30]Chen Xin
, Andreas Hartel, Enkelejda Kasneci:
DART: An automated end-to-end object detection pipeline with data Diversification, open-vocabulary bounding box Annotation, pseudo-label Review, and model Training. Expert Syst. Appl. 258: 125124 (2024)- [j29]Nora Castner, Lubaina Arsiwala-Scheppach, Sarah Mertens, Joachim Krois, Enkeleda Thaqi, Enkelejda Kasneci, Siegfried Wahl, Falk Schwendicke:
Expert gaze as a usability indicator of medical AI decision support systems: a preliminary study. npj Digit. Medicine 7(1) (2024) - [j28]Virmarie Maquiling, Sean Anthony Byrne, Diederick C. Niehorster, Marcus Nyström, Enkelejda Kasneci:
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM). Proc. ACM Comput. Graph. Interact. Tech. 7(2): 26:1-26:16 (2024) - [j27]Babette Bühler, Efe Bozkir, Hannah Deininger, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
On Task and in Sync: Examining the Relationship between Gaze Synchrony and Self-reported Attention During Video Lecture Learning. Proc. ACM Hum. Comput. Interact. 8(ETRA): 1-18 (2024) - [j26]Süleyman Özdel, Efe Bozkir, Enkelejda Kasneci:
Privacy-preserving Scanpath Comparison for Pervasive Eye Tracking. Proc. ACM Hum. Comput. Interact. 8(ETRA): 1-28 (2024) - [j25]Yao Rong, Tobias Leemann, Thai-trang Nguyen, Lisa Fiedler, Peizhu Qian, Vaibhav V. Unhelkar, Tina Seidel, Gjergji Kasneci, Enkelejda Kasneci:
Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations. IEEE Trans. Pattern Anal. Mach. Intell. 46(4): 2104-2122 (2024) - 2023
- [j24]Hong Gao, Lisa Hasenbein, Efe Bozkir, Richard Göllner, Enkelejda Kasneci:
Exploring Gender Differences in Computational Thinking Learning in a VR Classroom: Developing Machine Learning Models Using Eye-Tracking Data and Explaining the Models. Int. J. Artif. Intell. Educ. 33(4): 929-954 (2023) - [j23]Matej Lang, Clemens Strobel, Felix Weckesser, Danielle Langlois, Enkelejda Kasneci, Barbora Kozlíková, Michael Krone:
A multimodal smartwatch-based interaction concept for immersive environments. Comput. Graph. 117: 85-95 (2023) - [j22]Chen Xin, Thomas Motz, Wolfgang Fuhl, Andreas Hartel, Enkelejda Kasneci:
Deep learning-based position detection for hydraulic cylinders using scattering parameters. Expert Syst. Appl. 232: 120892 (2023) - [j21]Vadim Borisov, Klaus Broelemann, Enkelejda Kasneci, Gjergji Kasneci:
DeepTLF: robust deep neural networks for heterogeneous tabular data. Int. J. Data Sci. Anal. 16(1): 85-100 (2023) - [j20]Sean Anthony Byrne, Virmarie Maquiling, Adam Peter Frederick Reynolds, Luca Polonio, Nora Castner, Enkelejda Kasneci:
Exploring the Effects of Scanpath Feature Engineering for Supervised Image Classification Models. Proc. ACM Hum. Comput. Interact. 7(ETRA): 1-18 (2023) - [j19]Ömer Sümer, Patricia Goldberg, Sidney D'Mello, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
Multimodal Engagement Analysis From Facial Videos in the Classroom. IEEE Trans. Affect. Comput. 14(2): 1012-1027 (2023) - [j18]Tobias Appel, Peter Gerjets, Stefan Hoffmann, Korbinian Moeller, Manuel Ninaus, Christian Scharinger, Natalia Sevcenko, Franz Wortha, Enkelejda Kasneci:
Cross-Task and Cross-Participant Classification of Cognitive Load in an Emergency Simulation Game. IEEE Trans. Affect. Comput. 14(2): 1558-1571 (2023) - 2022
- [j17]Hong Gao, Enkelejda Kasneci:
Eye-Tracking-Based Prediction of User Experience in VR Locomotion Using Machine Learning. Comput. Graph. Forum 41(7): 589-599 (2022) - [j16]Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci:
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey. IEEE Intell. Transp. Syst. Mag. 14(3): 132-145 (2022) - [j15]Hans Gellersen, Enkelejda Kasneci, Krzysztof Krejtz, Daniel Weiskopf:
PACMHCI V6, ETRA, May 2022 Editorial. Proc. ACM Hum. Comput. Interact. 6(ETRA): 137:1 (2022) - [j14]Johannes Meyer, Thomas Schlebusch, Enkelejda Kasneci:
A Highly Integrated Ambient Light Robust Eye-Tracking Sensor for Retinal Projection AR Glasses Based on Laser Feedback Interferometry. Proc. ACM Hum. Comput. Interact. 6(ETRA): 140:1-140:18 (2022) - [j13]Johannes Meyer, Adrian Frank, Thomas Schlebusch, Enkelejda Kasneci:
U-HAR: A Convolutional Approach to Human Activity Recognition Combining Head and Eye Movements for Context-Aware Smart Glasses. Proc. ACM Hum. Comput. Interact. 6(ETRA): 143:1-143:19 (2022) - [j12]Yao Rong, Naemi-Rebecca Kassautzki, Wolfgang Fuhl, Enkelejda Kasneci:
Where and What: Driver Attention-based Object Detection. Proc. ACM Hum. Comput. Interact. 6(ETRA): 146:1-146:22 (2022) - [j11]Mohamed Hedi Baccour, Frauke Driewer, Tim Schäck, Enkelejda Kasneci:
Comparative Analysis of Vehicle-Based and Driver-Based Features for Driver Drowsiness Monitoring by Support Vector Machines. IEEE Trans. Intell. Transp. Syst. 23(12): 23164-23178 (2022) - 2021
- [j10]David Geisler, Andrew T. Duchowski, Enkelejda Kasneci:
Predicting visual perceivability of scene objects through spatio-temporal modeling of retinal receptive fields. Neurocomputing 453: 667-680 (2021) - [j9]Johannes Meyer, Adrian Frank, Thomas Schlebusch, Enkelejda Kasneci:
A CNN-based Human Activity Recognition System Combining a Laser Feedback Interferometry Eye Movement Sensor and an IMU for Context-aware Smart Glasses. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(4): 172:1-172:24 (2021) - 2018
- [j8]Thiago Santini, Wolfgang Fuhl, Enkelejda Kasneci:
PuRe: Robust pupil detection for real-time pervasive eye tracking. Comput. Vis. Image Underst. 170: 40-50 (2018) - 2017
- [j7]Enkelejda Kasneci, Thomas C. Kübler, Klaus Broelemann, Gjergji Kasneci:
Aggregating physiological and eye tracking signals to predict perception in the absence of ground truth. Comput. Hum. Behav. 68: 450-455 (2017) - [j6]Enkelejda Kasneci:
Towards pervasive eye tracking. it Inf. Technol. 59(5): 253-257 (2017) - [j5]Christian Braunagel, Wolfgang Rosenstiel, Enkelejda Kasneci:
Ready for Take-Over? A New Driver Assistance System for an Automated Classification of Driver Take-Over Readiness. IEEE Intell. Transp. Syst. Mag. 9(4): 10-22 (2017) - [j4]Christian Braunagel, David Geisler, Wolfgang Rosenstiel, Enkelejda Kasneci:
Online Recognition of Driver-Activity Based on Visual Scanpath Classification. IEEE Intell. Transp. Syst. Mag. 9(4): 23-36 (2017) - 2016
- [j3]Wolfgang Fuhl, Thiago Santini, Carsten Reichert, Daniel Claus, Alois Herkommer, Hamed Bahmani, Katharina Rifai, Siegfried Wahl, Enkelejda Kasneci:
Non-intrusive practitioner pupil detection for unmodified microscope oculars. Comput. Biol. Medicine 79: 36-44 (2016) - [j2]Wolfgang Fuhl, Marc Tonsen, Andreas Bulling, Enkelejda Kasneci:
Pupil detection for head-mounted eye tracking in the wild: an evaluation of the state of the art. Mach. Vis. Appl. 27(8): 1275-1288 (2016) - 2011
- [j1]Stefan Lang, Panos Drouvelis, Enkelejda Tafaj, Peter Bastian, Bert J. Sakmann:
Fast extraction of neuron morphologies from large-scale SBFSEM image stacks. J. Comput. Neurosci. 31(3): 533-545 (2011)
Conference and Workshop Papers
- 2024
- [c134]Mengdi Wang, Anna Bodonhelyi, Efe Bozkir, Enkelejda Kasneci:
TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients. AAAI 2024: 15546-15554 - [c133]Yao Rong, Peizhu Qian, Vaibhav V. Unhelkar, Enkelejda Kasneci:
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise. AAAI 2024: 21545-21553 - [c132]Ruikun Hou, Tim Fütterer, Babette Bühler, Efe Bozkir, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
Automated Assessment of Encouragement and Warmth in Classrooms Leveraging Multimodal Emotional Features and ChatGPT. AIED (1) 2024: 60-74 - [c131]Efe Bozkir, Süleyman Özdel, Ka Hei Carrie Lau, Mengdi Wang, Hong Gao, Enkelejda Kasneci:
Embedding Large Language Models into Extended Reality: Opportunities and Challenges for Inclusion, Engagement, and Privacy. CUI 2024: 38 - [c130]Kathrin Seßler, Ozan Kepir, Enkelejda Kasneci:
Enhancing Student Motivation Through LLM-Powered Learning Environments - A Comparative Study. EC-TEL (2) 2024: 156-162 - [c129]Süleyman Özdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang, Enkelejda Kasneci:
A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos. ETRA 2024: 1:1-1:6 - [c128]Süleyman Özdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang, Enkelejda Kasneci:
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention. ETRA 2024: 12:1-12:9 - [c127]Philipp Stark, Alexander J. Jung, Jens-Uwe Hahn, Enkelejda Kasneci, Richard Göllner:
Using Gaze Transition Entropy to Detect Classroom Discourse in a Virtual Reality Classroom. ETRA 2024: 23:1-23:11 - [c126]Hong Gao, Enkelejda Kasneci:
Exploring Eye Tracking as a Measure for Cognitive Load Detection in VR Locomotion. ETRA 2024: 38:1-38:3 - [c125]Enkeleda Thaqi, Mohamed Omar Mantawy, Enkelejda Kasneci:
SARA: Smart AI Reading Assistant for Reading Comprehension. ETRA 2024: 48:1-48:3 - [c124]Wunmin Jang, Hong Gao, Tilman Michaeli, Enkelejda Kasneci:
Exploring Communication Dynamics: Eye-tracking Analysis in Pair Programming of Computer Science Education. ETRA 2024: 65:1-65:7 - 2023
- [c123]Babette Bühler, Ruikun Hou, Efe Bozkir, Patricia Goldberg, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
Automated Hand-Raising Detection in Classroom Videos: A View-Invariant and Occlusion-Robust Machine Learning Approach. AIED 2023: 102-113 - [c122]Yao Rong, Xiangyu Wei, Tianwei Lin, Yueyu Wang, Enkelejda Kasneci:
DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection. CVPR Workshops 2023: 3238-3247 - [c121]Kathrin Seßler, Tao Xiang, Lukas Bogenrieder, Enkelejda Kasneci:
PEER: Empowering Writing with Large Language Models. EC-TEL 2023: 755-761 - [c120]Philipp Stark, Tobias Appel, Milo J. Olbrich, Enkelejda Kasneci:
Pupil Diameter during Counting Tasks as Potential Baseline for Virtual Reality Experiments. ETRA 2023: 17:1-17:7 - [c119]Patrizia Lenhart, Enkeleda Thaqi, Nora Castner, Enkelejda Kasneci:
Old or Modern? A Computational Model for Classifying Poem Comprehension using Microsaccades. ETRA 2023: 49:1-49:2 - [c118]Wolfgang Fuhl, Björn Severitt, Nora Castner, Babette Bühler, Johannes Meyer, Daniel Weber, Regine Lendway, Ruikun Hou, Enkelejda Kasneci:
Watch out for those bananas! Gaze Based Mario Kart Performance Classification. ETRA 2023: 59:1-59:2 - [c117]Sean Anthony Byrne, Nora Castner, Ard Kastrati, Martyna Beata Plomecka, William Schaefer, Enkelejda Kasneci, Zoya Bylinskii:
Leveraging Eye Tracking in Digital Classrooms: A Step Towards Multimodal Model for Learning Assistance. ETRA 2023: 80:1-80:6 - [c116]Philipp Hallgarten, David Bethge, Ozan Özdenizci, Tobias Grosse-Puppendahl, Enkelejda Kasneci:
TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning. EUSIPCO 2023: 1030-1034 - [c115]Daniel Weber, Wolfgang Fuhl, Enkelejda Kasneci, Andreas Zell:
Multiperspective Teaching of Unknown Objects via Shared-gaze-based Multimodal Human-Robot Interaction. HRI 2023: 544-553 - [c114]Nikolaos Fotopoulos, Clara Riedmiller, Efe Bozkir, Panagiotis Tsinganos, Dimitris Ampeliotis, Gjergji Kasneci, Enkelejda Kasneci, Athanassios Skodras:
Could Human Gaze Augment Detectors of Synthetic Images? DSP 2023: 1-5 - [c113]Michael Kirchhof, Enkelejda Kasneci, Seong Joon Oh:
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs. ICML 2023: 17085-17104 - [c112]Daniel Weber, Valentin Bolz, Andreas Zell, Enkelejda Kasneci:
Leveraging Saliency-Aware Gaze Heatmaps for Multiperspective Teaching of Unknown Objects. IROS 2023: 7846-7853 - [c111]Hong Gao, Efe Bozkir, Philipp Stark, Patricia Goldberg, Gerrit Meixner, Enkelejda Kasneci, Richard Göllner:
Detecting Teacher Expertise in an Immersive VR Classroom: Leveraging Fused Sensor Data with Explainable Machine Learning Models. ISMAR 2023: 683-692 - [c110]Virmarie Maquiling, Sean Anthony Byrne, Marcus Nyström, Enkelejda Kasneci, Diederick C. Niehorster:
V-ir-Net: A Novel Neural Network for Pupil and Corneal Reflection Detection trained on Simulated Light Distributions. MobileHCI (Companion) 2023: 23:1-23:7 - [c109]Michael Kirchhof, Bálint Mucsányi, Seong Joon Oh, Enkelejda Kasneci:
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates. NeurIPS 2023 - [c108]Tobias Leemann, Michael Kirchhof, Yao Rong, Enkelejda Kasneci, Gjergji Kasneci:
When are post-hoc conceptual explanations identifiable? UAI 2023: 1207-1218 - 2022
- [c107]Michael Kirchhof, Karsten Roth, Zeynep Akata, Enkelejda Kasneci:
A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning. ECCV (26) 2022: 435-454 - [c106]Annika Thierfelder, Jonas Primbs, Björn Severitt, Carolin S. Hohnecker, Jan Kühnhausen, Annika K. Alt, Anja Pascher, Ursula Wörz, Helene Passon, Jens Seemann, Christian Ernst, Heinrich Lautenbacher, Martin Holderried, Enkelejda Kasneci, Martin A. Giese, Andreas Bulling, Michael Menth, Gottfried M. Barth, Winfried Ilg, Karsten Hollmann, Tobias J. Renner:
Multimodal Sensor-Based Identification of Stress and Compulsive Actions in Children with Obsessive-Compulsive Disorder for Telemedical Treatment. EMBC 2022: 2976-2982 - [c105]Efe Bozkir, Gjergji Kasneci, Sonja Utz, Enkelejda Kasneci:
Regressive Saccadic Eye Movements on Fake News. ETRA 2022: 7:1-7:7 - [c104]Nora Castner, Jonas Frankemölle, Constanze Keutel, Fabian Hüttig, Enkelejda Kasneci:
LSTMs can distinguish dental expert saccade behavior with high "plaque-urracy". ETRA 2022: 8:1-8:7 - [c103]Wolfgang Fuhl, Enkelejda Kasneci:
HPCGen: Hierarchical K-Means Clustering and Level Based Principal Components for Scan Path Genaration. ETRA 2022: 11:1-11:7 - [c102]Johannes Meyer, Tobias Wilm, Reinhold Fiess, Thomas Schlebusch, Wilhelm Stork, Enkelejda Kasneci:
A Holographic Single-Pixel Stereo Camera Sensor for Calibration-free Eye-Tracking in Retinal Projection Augmented Reality Glasses. ETRA 2022: 20:1-20:7 - [c101]Nora Castner, Bela Umlauf, Ard Kastrati, Martyna Beata Plomecka, William Schaefer, Enkelejda Kasneci, Zoya Bylinskii:
A gaze-based study design to explore how competency evolves during a photo manipulation task. ETRA 2022: 37:1-37:3 - [c100]Tobias Appel, Lisa Bardach, Enkelejda Kasneci:
Predicting Decision-Making during an Intelligence Test via Semantic Scanpath Comparisons. ETRA 2022: 46:1-46:5 - [c99]Jan Bickerdt, Christian Gollnick, Jan Sonnenberg, Enkelejda Kasneci:
Creating Geopositioned 3D Areas of Interest from Fleet Gaze Data. HCI (34) 2022: 21-34 - [c98]Daniel Weber, Enkelejda Kasneci, Andreas Zell:
Exploiting Augmented Reality for Extrinsic Robot Calibration and Eye-based Human-Robot Collaboration. HRI 2022: 284-293 - [c97]Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci:
A Consistent and Efficient Evaluation Strategy for Attribution Methods. ICML 2022: 18770-18795 - [c96]Wolfgang Fuhl, Enkelejda Kasneci:
Maximum and Leaky Maximum Propagation. IJCNN 2022: 1-8 - [c95]Daniel Weber, Wolfgang Fuhl, Andreas Zell, Enkelejda Kasneci:
Gaze-based Object Detection in the Wild. IRC 2022: 62-66 - [c94]Hong Gao, Lasse Frommelt, Enkelejda Kasneci:
The Evaluation of Gait-Free Locomotion Methods with Eye Movement in Virtual Reality. ISMAR Adjunct 2022: 530-535 - [c93]Iliana Loi, Angeliki Grammatikaki, Panagiotis Tsinganos, Efe Bozkir, Dimitris Ampeliotis, Konstantinos Moustakas, Enkelejda Kasneci, Athanassios Skodras:
Proportional Myoelectric Control in a Virtual Reality Environment. IVMSP 2022: 1-5 - [c92]Hong Gao, Lisa Hasenbein, Efe Bozkir, Richard Göllner, Enkelejda Kasneci:
Evaluating the Effects of Virtual Human Animation on Students in an Immersive VR Classroom Using Eye Movements. VRST 2022: 11:1-11:11 - 2021
- [c91]Jan Bickerdt, Jan Sonnenberg, Christian Gollnick, Enkelejda Kasneci:
Geopositioned 3D Areas of Interest for Gaze Analysis. AutomotiveUI 2021: 1-11 - [c90]Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci:
Human Attention in Fine-grained Classification. BMVC 2021: 150 - [c89]Johannes Meyer, Thomas Schlebusch, Hans Spruit, Jochen Hellmig, Enkelejda Kasneci:
A Novel Gaze Gesture Sensor for Smart Glasses Based on Laser Self-Mixing. CHI Extended Abstracts 2021: 254:1-254:6 - [c88]Hong Gao, Efe Bozkir, Lisa Hasenbein, Jens-Uwe Hahn, Richard Göllner, Enkelejda Kasneci:
Digital Transformations of Classrooms in Virtual Reality. CHI 2021: 483:1-483:10 - [c87]Wolfgang Fuhl, Enkelejda Kasneci:
A Multimodal Eye Movement Dataset and a Multimodal Eye Movement Segmentation Analysis. ETRA Short Papers 2021: 16:1-16:7 - [c86]Thomas C. Kübler, Wolfgang Fuhl, Elena Wagner, Enkelejda Kasneci:
55 Rides: attention annotated head and gaze data during naturalistic driving. ETRA Short Papers 2021: 17:1-17:8 - [c85]Wolfgang Fuhl, Enkelejda Kasneci:
Weight and Gradient Centralization in Deep Neural Networks. ICANN (4) 2021: 227-239 - [c84]Wolfgang Fuhl, Efe Bozkir, Enkelejda Kasneci:
Reinforcement Learning for the Privacy Preservation and Manipulation of Eye Tracking Data. ICANN (4) 2021: 595-607 - [c83]Wolfgang Fuhl, Johannes Schneider, Enkelejda Kasneci:
1000 Pupil Segmentations in a Second using Haar Like Features and Statistical Learning. ICCVW 2021: 3459-3469 - [c82]Benedikt Hosp, Myat Su Yin, Peter Haddawy, Ratthapoom Watcharporas, Paphon Sa-Ngasoongsong, Enkelejda Kasneci:
Differentiating Surgeons' Expertise solely by Eye Movement Features. ICMI Companion 2021: 371-375 - [c81]Benedikt Hosp, Myat Su Yin, Peter Haddawy, Ratthaphum Watcharopas, Paphon Sa-Ngasoongsong, Enkelejda Kasneci:
States of Confusion: Eye and Head Tracking Reveal Surgeons' Confusion during Arthroscopic Surgery. ICMI 2021: 753-757 - [c80]Wolfgang Fuhl, Enkelejda Kasneci:
Rotated Ring, Radial and Depth Wise Separable Radial Convolutions. IJCNN 2021: 1-8 - [c79]Wolfgang Fuhl, Gjergji Kasneci, Enkelejda Kasneci:
TEyeD: Over 20 Million Real-World Eye Images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types. ISMAR 2021: 367-375 - [c78]Efe Bozkir, Philipp Stark, Hong Gao, Lisa Hasenbein, Jens-Uwe Hahn, Enkelejda Kasneci, Richard Göllner:
Exploiting Object-of-Interest Information to Understand Attention in VR Classrooms. VR 2021: 597-605 - 2020
- [c77]Wolfgang Fuhl, Gjergji Kasneci, Wolfgang Rosenstiel, Enkelejda Kasneci:
Training Decision Trees as Replacement for Convolution Layers. AAAI 2020: 3882-3889 - [c76]Efe Bozkir, Shahram Eivazi, Mete Akgün, Enkelejda Kasneci:
Eye Tracking Data Collection Protocol for VR for Remotely Located Subjects using Blockchain and Smart Contracts. AIVR 2020: 397-401 - [c75]Wolfgang Fuhl, Hong Gao, Enkelejda Kasneci:
Neural networks for optical vector and eye ball parameter estimation. ETRA Short Papers 2020: 4:1-4:5 - [c74]David Geisler, Nora Castner, Gjergji Kasneci, Enkelejda Kasneci:
A MinHash approach for fast scanpath classification. ETRA 2020: 4:1-4:9 - [c73]Wolfgang Fuhl, Hong Gao, Enkelejda Kasneci:
Tiny convolution, decision tree, and binary neuronal networks for robust and real time pupil outline estimation. ETRA Short Papers 2020: 5:1-5:5 - [c72]Johannes Meyer, Thomas Schlebusch, Thomas C. Kübler, Enkelejda Kasneci:
Low Power Scanned Laser Eye Tracking for Retinal Projection AR Glasses. ETRA Adjunct 2020: 11:1-11:3 - [c71]Nora Castner, Thomas C. Kübler, Katharina Scheiter, Juliane Richter, Thérése Eder, Fabian Hüttig, Constanze Keutel, Enkelejda Kasneci:
Deep semantic gaze embedding and scanpath comparison for expertise classification during OPT viewing. ETRA 2020: 18:1-18:10 - [c70]Efe Bozkir, Ali Burak Ünal, Mete Akgün, Enkelejda Kasneci, Nico Pfeifer:
Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework. ETRA Short Papers 2020: 21:1-21:5 - [c69]David Geisler, Daniel Weber, Nora Castner, Enkelejda Kasneci:
Exploiting the GBVS for Saliency aware Gaze Heatmaps. ETRA Short Papers 2020: 24:1-24:5 - [c68]Johannes Meyer, Thomas Schlebusch, Hans Spruit, Jochen Hellmig, Enkelejda Kasneci:
A Novel -Eye-Tracking Sensor for AR Glasses Based on Laser Self-Mixing Showing Exceptional Robustness Against Illumination. ETRA Short Papers 2020: 31:1-31:5 - [c67]Wolfgang Fuhl, Yao Rong, Enkelejda Kasneci:
Fully Convolutional Neural Networks for Raw Eye Tracking Data Segmentation, Generation, and Reconstruction. ICPR 2020: 142-149 - [c66]Wolfgang Fuhl, Yao Rong, Thomas Motz, Michael Scheidt, Andreas Hartel, Andreas Koch, Enkelejda Kasneci:
Explainable Online Validation of Machine Learning Models for Practical Applications. ICPR 2020: 3304-3311 - [c65]Daniel Weber, Thiago Santini, Andreas Zell, Enkelejda Kasneci:
Distilling Location Proposals of Unknown Objects through Gaze Information for Human-Robot Interaction. IROS 2020: 11086-11093 - [c64]Yao Rong, Zeynep Akata, Enkelejda Kasneci:
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring. ITSC 2020: 1-8 - [c63]Nora Castner, Lea Geßler, David Geisler, Fabian Hüttig, Enkelejda Kasneci:
Towards expert gaze modeling and recognition of a user's attention in realtime. KES 2020: 2020-2029 - [c62]Mohamed Hedi Baccour, Frauke Driewer, Tim Schäck, Enkelejda Kasneci:
Camera-based Driver Drowsiness State Classification Using Logistic Regression Models. SMC 2020: 1-8 - [c61]Mariella Dreissig, Mohamed Hedi Baccour, Tim Schäck, Enkelejda Kasneci:
Driver Drowsiness Classification Based on Eye Blink and Head Movement Features Using the k-NN Algorithm. SSCI 2020: 889-896 - [c60]Ömer Sümer, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
Attention Flow: End-to-End Joint Attention Estimation. WACV 2020: 3316-3325 - 2019
- [c59]Efe Bozkir, David Geisler, Enkelejda Kasneci:
Assessment of Driver Attention during a Safety Critical Situation in VR to Generate VR-based Training. SAP 2019: 23:1-23:5 - [c58]Wolfgang Fuhl, Wolfgang Rosenstiel, Enkelejda Kasneci:
500, 000 Images Closer to Eyelid and Pupil Segmentation. CAIP (1) 2019: 336-347 - [c57]Thiago Santini, Diederick C. Niehorster, Enkelejda Kasneci:
Get a grip: slippage-robust and glint-free gaze estimation for real-time pervasive head-mounted eye tracking. ETRA 2019: 17:1-17:10 - [c56]Wolfgang Fuhl, Nora Castner, Thomas C. Kübler, Rene Alexander Lotz, Wolfgang Rosenstiel, Enkelejda Kasneci:
Ferns for area of interest free scanpath classification. ETRA 2019: 39:1-39:5 - [c55]Wolfgang Fuhl, Efe Bozkir, Benedikt Hosp, Nora Castner, David Geisler, Thiago C. Santini, Enkelejda Kasneci:
Encodji: encoding gaze data into emoji space for an amusing scanpath classification approach ;). ETRA 2019: 64:1-64:4 - [c54]Wolfgang Fuhl, David Geisler, Wolfgang Rosenstiel, Enkelejda Kasneci:
The Applicability of Cycle GANs for Pupil and Eyelid Segmentation, Data Generation and Image Refinement. ICCV Workshops 2019: 4406-4415 - [c53]Tobias Appel, Natalia Sevcenko, Franz Wortha, Katerina Tsarava, Korbinian Moeller, Manuel Ninaus, Enkelejda Kasneci, Peter Gerjets:
Predicting Cognitive Load in an Emergency Simulation Based on Behavioral and Physiological Measures. ICMI 2019: 154-163 - [c52]Wolfgang Fuhl, Enkelejda Kasneci:
Learning to validate the quality of detected landmarks. ICMV 2019: 114330E - [c51]Mohamed Hedi Baccour, Frauke Driewer, Enkelejda Kasneci, Wolfgang Rosenstiel:
Camera-Based Eye Blink Detection Algorithm for Assessing Driver Drowsiness. IV 2019: 987-993 - [c50]Efe Bozkir, David Geisler, Enkelejda Kasneci:
Person Independent, Privacy Preserving, and Real Time Assessment of Cognitive Load using Eye Tracking in a Virtual Reality Setup. VR 2019: 1834-1837 - 2018
- [c49]Ömer Sümer, Patricia Goldberg, Kathleen Stürmer, Tina Seidel, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
Teachers' Perception in the Classroom. CVPR Workshops 2018: 2315-2324 - [c48]Wolfgang Fuhl, Nora Castner, Lin Zhuang, Markus Holzer, Wolfgang Rosenstiel, Enkelejda Kasneci:
MAM: Transfer Learning for Fully Automatic Video Annotation and Specialized Detector Creation. ECCV Workshops (5) 2018: 375-388 - [c47]Tobias Appel, Christian Scharinger, Peter Gerjets, Enkelejda Kasneci:
Cross-subject workload classification using pupil-related measures. ETRA 2018: 4:1-4:8 - [c46]Thiago Santini, Hanna Brinkmann, Luise Reitstätter, Helmut Leder, Raphael Rosenberg, Wolfgang Rosenstiel, Enkelejda Kasneci:
The art of pervasive eye tracking: unconstrained eye tracking in the Austrian Gallery Belvedere. PETMEI@ETRA 2018: 5:1-5:8 - [c45]Wolfgang Fuhl, David Geisler, Thiago Santini, Tobias Appel, Wolfgang Rosenstiel, Enkelejda Kasneci:
CBF: circular binary features for robust and real-time pupil center detection. ETRA 2018: 8:1-8:6 - [c44]Wolfgang Fuhl, Thomas C. Kübler, Hanna Brinkmann, Raphael Rosenberg, Wolfgang Rosenstiel, Enkelejda Kasneci:
Region of interest generation algorithms for eye tracking data. ETVIS@ETRA 2018: 10:1-10:9 - [c43]Nora Castner, Enkelejda Kasneci, Thomas C. Kübler, Katharina Scheiter, Juliane Richter, Thérése Eder, Fabian Hüttig, Constanze Keutel:
Scanpath comparison in medical image reading skills of dental students: distinguishing stages of expertise development. ETRA 2018: 39:1-39:9 - [c42]Wolfgang Fuhl, Shahram Eivazi, Benedikt Hosp, Anna Eivazi, Wolfgang Rosenstiel, Enkelejda Kasneci:
BORE: boosted-oriented edge optimization for robust, real time remote pupil center detection. ETRA 2018: 48:1-48:5 - [c41]Kai Otto, Nora Castner, David Geisler, Enkelejda Kasneci:
Development and evaluation of a gaze feedback system integrated into eyetrace. ETRA 2018: 50:1-50:5 - [c40]Thiago Santini, Wolfgang Fuhl, Enkelejda Kasneci:
PuReST: robust pupil tracking for real-time pervasive eye tracking. ETRA 2018: 61:1-61:5 - [c39]Shaharam Eivazi, Thomas C. Kübler, Thiago Santini, Enkelejda Kasneci:
An inconspicuous and modular head-mounted eye tracker. ETRA 2018: 106:1-106:2 - [c38]Reuben M. Aronson, Thiago Santini, Thomas C. Kübler, Enkelejda Kasneci, Siddhartha S. Srinivasa, Henny Admoni:
Eye-Hand Behavior in Human-Robot Shared Manipulation. HRI 2018: 4-13 - [c37]Wolfgang Fuhl, Nora Castner, Enkelejda Kasneci:
Histogram of oriented velocities for eye movement detection. MCPMD@ICMI 2018: 5 - [c36]Nora Castner, Solveig Klepper, Lena Kopnarski, Fabian Hüttig, Constanze Keutel, Katharina Scheiter, Juliane Richter, Thérése Eder, Enkelejda Kasneci:
Overlooking: the nature of gaze behavior and anomaly detection in expert dentists. MCPMD@ICMI 2018: 8 - [c35]Wolfgang Fuhl, Nora Castner, Enkelejda Kasneci:
Rule-based learning for eye movement type detection. MCPMD@ICMI 2018: 9 - [c34]Felix Putze, Jutta Hild, Akane Sano, Enkelejda Kasneci, Erin Solovey, Tanja Schultz:
Modeling Cognitive Processes from Multimodal Signals. ICMI 2018: 663 - [c33]David Geisler, Dieter Fox, Enkelejda Kasneci:
Real-time 3D Glint Detection in Remote Eye Tracking Based on Bayesian Inference. ICRA 2018: 7119-7126 - [c32]Wolfgang Fuhl, Thomas C. Kübler, Thiago Santini, Enkelejda Kasneci:
Automatic Generation of Saliency-based Areas of Interest for the Visualization and Analysis of Eye-tracking Data. VMV 2018: 47-54 - 2017
- [c31]Thiago Santini, Wolfgang Fuhl, Enkelejda Kasneci:
CalibMe: Fast and Unsupervised Eye Tracker Calibration for Gaze-Based Pervasive Human-Computer Interaction. CHI 2017: 2594-2605 - [c30]Gustavo Vergani Dambros, Judith Ungewiss, Thomas C. Kübler, Enkelejda Kasneci, Martin Spüler:
Monitoring Response Quality During Campimetry Via Eye-Tracking. IUI Companion 2017: 61-64 - [c29]Shahram Eivazi, Wolfgang Fuhl, Enkelejda Kasneci:
Towards Intelligent Surgical Microscope: Micro-surgeons' Gaze and Instrument Tracking. IUI Companion 2017: 69-72 - [c28]Shahram Eivazi, Michael Slupina, Wolfgang Fuhl, Hoorieh Afkari, Ahmad Hafez, Enkelejda Kasneci:
Towards Automatic Skill Evaluation in Microsurgery. IUI Companion 2017: 73-76 - [c27]Thiago Santini, Wolfgang Fuhl, David Geisler, Enkelejda Kasneci:
EyeRecToo: Open-source Software for Real-time Pervasive Head-mounted Eye Tracking. VISIGRAPP (6: VISAPP) 2017: 96-101 - [c26]Wolfgang Fuhl, Thiago Santini, David Geisler, Thomas C. Kübler, Enkelejda Kasneci:
EyeLad: Remote Eye Tracking Image Labeling Tool - Supportive Eye, Eyelid and Pupil Labeling Tool for Remote Eye Tracking Videos. VISIGRAPP (5: VISAPP) 2017: 405-410 - [c25]David Geisler, Wolfgang Fuhl, Thiago Santini, Enkelejda Kasneci:
Saliency Sandbox - Bottom-up Saliency Framework. VISIGRAPP (4: VISAPP) 2017: 657-664 - [c24]Wolfgang Fuhl, Thiago Santini, Enkelejda Kasneci:
Fast and Robust Eyelid Outline and Aperture Detection in Real-World Scenarios. WACV 2017: 1089-1097 - 2016
- [c23]Esteban Damián Gutiérrez Mlot, Hamed Bahmani, Siegfried Wahl, Enkelejda Kasneci:
3D Gaze Estimation using Eye Vergence. HEALTHINF 2016: 125-131 - [c22]Thomas C. Kübler, Wolfgang Fuhl, Raphael Rosenberg, Wolfgang Rosenstiel, Enkelejda Kasneci:
Novel Methods for Analysis and Visualization of Saccade Trajectories. ECCV Workshops (1) 2016: 783-797 - [c21]Christian Braunagel, David Geisler, Wolfgang Stolzmann, Wolfgang Rosenstiel, Enkelejda Kasneci:
On the necessity of adaptive eye movement classification in conditionally automated driving scenarios. ETRA 2016: 19-26 - [c20]Wolfgang Fuhl, Thiago C. Santini, Thomas C. Kübler, Enkelejda Kasneci:
ElSe: ellipse selection for robust pupil detection in real-world environments. ETRA 2016: 123-130 - [c19]Thomas C. Kübler, Tobias Rittig, Enkelejda Kasneci, Judith Ungewiss, Christina Krauss:
Rendering refraction and reflection of eyeglasses for synthetic eye tracker images. ETRA 2016: 143-146 - [c18]Thiago Santini, Wolfgang Fuhl, Thomas C. Kübler, Enkelejda Kasneci:
Bayesian identification of fixations, saccades, and smooth pursuits. ETRA 2016: 163-170 - [c17]Wolfgang Fuhl, Thiago Santini, David Geisler, Thomas C. Kübler, Wolfgang Rosenstiel, Enkelejda Kasneci:
Eyes wide open? eyelid location and eye aperture estimation for pervasive eye tracking in real-world scenarios. UbiComp Adjunct 2016: 1656-1665 - [c16]Wolfgang Fuhl, David Geisler, Thiago Santini, Wolfgang Rosenstiel, Enkelejda Kasneci:
Evaluation of state-of-the-art pupil detection algorithms on remote eye images. UbiComp Adjunct 2016: 1716-1725 - [c15]Tobias Appel, Thiago Santini, Enkelejda Kasneci:
Brightness- and motion-based blink detection for head-mounted eye trackers. UbiComp Adjunct 2016: 1726-1735 - [c14]Thiago Santini, Wolfgang Fuhl, Thomas C. Kübler, Enkelejda Kasneci:
EyeRec: An Open-source Data Acquisition Software for Head-mounted Eye-tracking. VISIGRAPP (3: VISAPP) 2016: 386-391 - 2015
- [c13]Thomas C. Kübler, Katrin Sippel, Wolfgang Fuhl, Guilherme Schievelbein, Johanna Aufreiter, Raphael Rosenberg, Wolfgang Rosenstiel, Enkelejda Kasneci:
Analysis of Eye Movements with Eyetrace. BIOSTEC (Selected Papers) 2015: 458-471 - [c12]Wolfgang Fuhl, Thomas C. Kübler, Katrin Sippel, Wolfgang Rosenstiel, Enkelejda Kasneci:
ExCuSe: Robust Pupil Detection in Real-World Scenarios. CAIP (1) 2015: 39-51 - [c11]Christian Braunagel, Enkelejda Kasneci, Wolfgang Stolzmann, Wolfgang Rosenstiel:
Driver-Activity Recognition in the Context of Conditionally Autonomous Driving. ITSC 2015: 1652-1657 - 2014
- [c10]Enkelejda Kasneci, Gjergji Kasneci, Ulrich Schiefer, Wolfgang Rosenstiel:
Rule-based Classification of Visual Field Defects. HEALTHINF 2014: 34-42 - [c9]Thomas C. Kübler, Enkelejda Kasneci, Wolfgang Rosenstiel:
SubsMatch: scanpath similarity in dynamic scenes based on subsequence frequencies. ETRA 2014: 319-322 - [c8]Enkelejda Kasneci, Gjergji Kasneci, Thomas C. Kübler, Wolfgang Rosenstiel:
The applicability of probabilistic methods to the online recognition of fixations and saccades in dynamic scenes. ETRA 2014: 323-326 - [c7]Thomas C. Kübler, Enkelejda Kasneci, Wolfgang Rosenstiel:
Gaze guidance for the visually impaired. ETRA 2014: 383-384 - [c6]Thomas C. Kübler, Dennis R. Bukenberger, Judith Ungewiss, Alexandra Worner, Colleen Rothe, Ulrich Schiefer, Wolfgang Rosenstiel, Enkelejda Kasneci:
Towards automated comparison of eye-tracking recordings in dynamic scenes. EUVIP 2014: 1-6 - 2013
- [c5]Enkelejda Tafaj, Sebastian Hempel, Martin Heister, Kathrin Aehling, Frank Schaeffel, Janko Dietzsch, Wolfgang Rosenstiel, Ulrich Schiefer:
A New Method for Assessing the Exploratory Field of View (EFOV). HEALTHINF 2013: 5-11 - [c4]Enkelejda Tafaj, Thomas C. Kübler, Gjergji Kasneci, Wolfgang Rosenstiel, Martin Bogdan:
Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception. ICANN 2013: 442-450 - 2012
- [c3]Enkelejda Tafaj, Gjergji Kasneci, Wolfgang Rosenstiel, Martin Bogdan:
Bayesian online clustering of eye movement data. ETRA 2012: 285-288 - 2011
- [c2]Enkelejda Tafaj, Thomas C. Kübler, Jörg Peter, Wolfgang Rosenstiel, Martin Bogdan:
Vishnoo - An open-source software for vision research. CBMS 2011: 1-6 - 2005
- [c1]Enkelejda Tafaj, Paul M. Rosinger, Bashir M. Al-Hashimi, Krishnendu Chakrabarty:
Improving Thermal-Safe Test Scheduling for Core-Based Systems-on-Chip Using Shift Frequency Scaling. DFT 2005: 544-551
Editorship
- 2023
- [e3]Enkelejda Kasneci, Frédérick Shic, Mohamed Khamis:
Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, ETRA 2023, Tübingen, Germany, 30 May 2023 - 2 June 2023. ACM 2023 [contents] - 2022
- [e2]Frederick Shic, Enkelejda Kasneci, Mohamed Khamis, Hans Gellersen, Krzysztof Krejtz, Daniel Weiskopf, Tanja Blascheck, Jessica Bradshaw, Hana Vrzakova, Kamran Binaee, Michael Burch, Peter Kiefer, Roman Bednarik, Diako Mardanbegi, Christopher Clarke, Rakshit Sunil Kothari, Vijay Rajanna, Sampath Jayarathna, Arantxa Villanueva, Adham Atyabi, Shahram Eivazi:
ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8 - 11, 2022. ACM 2022, ISBN 978-1-4503-9252-5 [contents] - 2018
- [e1]Andreas Bulling, Enkelejda Kasneci, Christian Lander:
Proceedings of the 7th Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction, PETMEI@ETRA 2018, Warsaw, Poland, June 15-16, 2018. ACM 2018 [contents]
Informal and Other Publications
- 2024
- [i72]Arne Bewersdorff, Christian Hartmann, Marie Hornberger, Kathrin Seßler, Maria Bannert, Enkelejda Kasneci, Gjergji Kasneci, Xiaoming Zhai, Claudia Nerdel:
Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education. CoRR abs/2401.00832 (2024) - [i71]Mengdi Wang, Anna Bodonhelyi, Efe Bozkir, Enkelejda Kasneci:
TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients. CoRR abs/2401.12012 (2024) - [i70]Anna Bodonhelyi, Efe Bozkir, Shuo Yang, Enkelejda Kasneci, Gjergji Kasneci:
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT. CoRR abs/2402.02136 (2024) - [i69]Efe Bozkir, Süleyman Özdel, Ka Hei Carrie Lau, Mengdi Wang, Hong Gao, Enkelejda Kasneci:
Embedding Large Language Models into Extended Reality: Opportunities and Challenges for Inclusion, Engagement, and Privacy. CoRR abs/2402.03907 (2024) - [i68]Michael Kirchhof, Mark Collier, Seong Joon Oh, Enkelejda Kasneci:
Pretrained Visual Uncertainties. CoRR abs/2402.16569 (2024) - [i67]Zilong Zhao, Yao Rong, Dongyang Guo, Emek Gözlüklü, Emir Gülboy, Enkelejda Kasneci:
Stepwise Self-Consistent Mathematical Reasoning with Large Language Models. CoRR abs/2402.17786 (2024) - [i66]Wunmin Jang, Hong Gao, Tilman Michaeli, Enkelejda Kasneci:
Exploring Communication Dynamics: Eye-tracking Analysis in Pair Programming of Computer Science Education. CoRR abs/2403.19560 (2024) - [i65]Babette Bühler, Efe Bozkir, Hannah Deininger, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
On Task and in Sync: Examining the Relationship between Gaze Synchrony and Self-Reported Attention During Video Lecture Learning. CoRR abs/2404.00333 (2024) - [i64]Süleyman Özdel, Efe Bozkir, Enkelejda Kasneci:
Privacy-preserving Scanpath Comparison for Pervasive Eye Tracking. CoRR abs/2404.06216 (2024) - [i63]Enkeleda Thaqi, Mohamed Omar Mantawy, Enkelejda Kasneci:
SARA: Smart AI Reading Assistant for Reading Comprehension. CoRR abs/2404.06906 (2024) - [i62]Süleyman Özdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang, Enkelejda Kasneci:
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention. CoRR abs/2404.07347 (2024) - [i61]Süleyman Özdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang, Enkelejda Kasneci:
A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos. CoRR abs/2404.07351 (2024) - [i60]Ruikun Hou, Tim Fütterer, Babette Bühler, Efe Bozkir, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
Automated Assessment of Encouragement and Warmth in Classrooms Leveraging Multimodal Emotional Features and ChatGPT. CoRR abs/2404.15310 (2024) - [i59]Enkelejda Kasneci, Hong Gao, Süleyman Özdel, Virmarie Maquiling, Enkeleda Thaqi, Ka Hei Carrie Lau, Yao Rong, Gjergji Kasneci, Efe Bozkir:
Introduction to Eye Tracking: A Hands-On Tutorial for Students and Practitioners. CoRR abs/2404.15435 (2024) - [i58]Yao Rong, David Scheerer, Enkelejda Kasneci:
Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features. CoRR abs/2405.13032 (2024) - [i57]Chen Xin, Andreas Hartel, Enkelejda Kasneci:
DART: An Automated End-to-End Object Detection Pipeline with Data Diversification, Open-Vocabulary Bounding Box Annotation, Pseudo-Label Review, and Model Training. CoRR abs/2407.09174 (2024) - 2023
- [i56]Michael Kirchhof, Enkelejda Kasneci, Seong Joon Oh:
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs. CoRR abs/2302.02865 (2023) - [i55]Daniel Weber, Wolfgang Fuhl, Enkelejda Kasneci, Andreas Zell:
Multiperspective Teaching of Unknown Objects via Shared-gaze-based Multimodal Human-Robot Interaction. CoRR abs/2303.00423 (2023) - [i54]Sean Anthony Byrne, Marcus Nyström, Virmarie Maquiling, Enkelejda Kasneci, Diederick C. Niehorster:
Precise localization of corneal reflections in eye images using deep learning trained on synthetic data. CoRR abs/2304.05673 (2023) - [i53]Efe Bozkir, Süleyman Özdel, Mengdi Wang, Brendan David-John, Hong Gao, Kevin R. B. Butler, Eakta Jain, Enkelejda Kasneci:
Eye-tracked Virtual Reality: A Comprehensive Survey on Methods and Privacy Challenges. CoRR abs/2305.14080 (2023) - [i52]Yao Rong, Xiangyu Wei, Tianwei Lin, Yueyu Wang, Enkelejda Kasneci:
DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection. CoRR abs/2305.15219 (2023) - [i51]Yao Rong, Guanchu Wang, Qizhang Feng, Ninghao Liu, Zirui Liu, Enkelejda Kasneci, Xia Ben Hu:
Efficient GNN Explanation via Learning Removal-based Attribution. CoRR abs/2306.05760 (2023) - [i50]Philipp Hallgarten, David Bethge, Ozan Özdenizci, Tobias Grosse-Puppendahl, Enkelejda Kasneci:
TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning. CoRR abs/2306.06522 (2023) - [i49]Michael Kirchhof, Bálint Mucsányi, Seong Joon Oh, Enkelejda Kasneci:
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates. CoRR abs/2307.03810 (2023) - [i48]Arne Bewersdorff, Kathrin Seßler, Armin Baur, Enkelejda Kasneci, Claudia Nerdel:
Assessing Student Errors in Experimentation Using Artificial Intelligence and Large Language Models: A Comparative Study with Human Raters. CoRR abs/2308.06088 (2023) - [i47]Sean Anthony Byrne, Virmarie Maquiling, Marcus Nyström, Enkelejda Kasneci, Diederick C. Niehorster:
LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye Images. CoRR abs/2309.06129 (2023) - [i46]Virmarie Maquiling, Sean Anthony Byrne, Diederick C. Niehorster, Marcus Nyström, Enkelejda Kasneci:
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM). CoRR abs/2311.08077 (2023) - [i45]Yao Rong, Peizhu Qian, Vaibhav V. Unhelkar, Enkelejda Kasneci:
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise. CoRR abs/2312.12102 (2023) - 2022
- [i44]Wolfgang Fuhl, Daniel Weber, Enkelejda Kasneci:
Pistol: Pupil Invisible Supportive Tool to extract Pupil, Iris, Eye Opening, Eye Movements, Pupil and Iris Gaze Vector, and 2D as well as 3D Gaze. CoRR abs/2201.06799 (2022) - [i43]Yao Rong, Tobias Leemann, Vadim Borisov, Gjergji Kasneci, Enkelejda Kasneci:
Evaluating Feature Attribution: An Information-Theoretic Perspective. CoRR abs/2202.00449 (2022) - [i42]Daniel Weber, Wolfgang Fuhl, Andreas Zell, Enkelejda Kasneci:
Gaze-based Object Detection in the Wild. CoRR abs/2203.15651 (2022) - [i41]Yao Rong, Naemi-Rebecca Kassautzki, Wolfgang Fuhl, Enkelejda Kasneci:
Where and What: Driver Attention-based Object Detection. CoRR abs/2204.12150 (2022) - [i40]Yao Rong, Nora Castner, Efe Bozkir, Enkelejda Kasneci:
User Trust on an Explainable AI-based Medical Diagnosis Support System. CoRR abs/2204.12230 (2022) - [i39]Tobias Leemann, Michael Kirchhof, Yao Rong, Enkelejda Kasneci, Gjergji Kasneci:
Disentangling Embedding Spaces with Minimal Distributional Assumptions. CoRR abs/2206.13872 (2022) - [i38]Michael Kirchhof, Karsten Roth, Zeynep Akata, Enkelejda Kasneci:
A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning. CoRR abs/2207.03784 (2022) - [i37]Yao Rong, Tobias Leemann, Thai-trang Nguyen, Lisa Fiedler, Tina Seidel, Gjergji Kasneci, Enkelejda Kasneci:
Towards Human-centered Explainable AI: User Studies for Model Explanations. CoRR abs/2210.11584 (2022) - 2021
- [i36]Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci:
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey. CoRR abs/2101.02082 (2021) - [i35]Wolfgang Fuhl, Nikolai Sanamrad, Enkelejda Kasneci:
The Gaze and Mouse Signal as additional Source for User Fingerprints in Browser Applications. CoRR abs/2101.03793 (2021) - [i34]Ömer Sümer, Patricia Goldberg, Sidney D'Mello, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
Multimodal Engagement Analysis from Facial Videos in the Classroom. CoRR abs/2101.04215 (2021) - [i33]Wolfgang Fuhl, Enkelejda Kasneci:
A Multimodal Eye Movement Dataset and a Multimodal Eye Movement Segmentation Analysis. CoRR abs/2101.04318 (2021) - [i32]Hong Gao, Efe Bozkir, Lisa Hasenbein, Jens-Uwe Hahn, Richard Göllner, Enkelejda Kasneci:
Digital Transformations of Classrooms in Virtual Reality. CoRR abs/2101.09576 (2021) - [i31]Wolfgang Fuhl, Gjergji Kasneci, Enkelejda Kasneci:
TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types. CoRR abs/2102.02115 (2021) - [i30]Benedikt Hosp, Myat Su Yin, Peter Haddawy, Paphon Sa-Ngasoongsong, Enkelejda Kasneci:
Differentiating Surgeon Expertise Solely by Eye Movement Features. CoRR abs/2102.08155 (2021) - [i29]Ömer Sümer, Cigdem Beyan, Fabian Ruth, Olaf Kramer, Ulrich Trautwein, Enkelejda Kasneci:
Estimating Presentation Competence using Multimodal Nonverbal Behavioral Cues. CoRR abs/2105.02636 (2021) - [i28]Benedikt Hosp, Myat Su Yin, Peter Haddawy, Ratthapoom Watcharporas, Paphon Sa-Ngasoonsong, Enkelejda Kasneci:
States of confusion: Eye and Head tracking reveal surgeons' confusion during arthroscopic surgery. CoRR abs/2106.06261 (2021) - [i27]Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci:
Human Attention in Fine-grained Classification. CoRR abs/2111.01628 (2021) - 2020
- [i26]Ömer Sümer, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
Attention Flow: End-to-End Joint Attention Estimation. CoRR abs/2001.03960 (2020) - [i25]Ömer Sümer, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
Automated Anonymisation of Visual and Audio Data in Classroom Studies. CoRR abs/2001.05080 (2020) - [i24]Efe Bozkir, Onur Günlü, Wolfgang Fuhl, Rafael F. Schaefer, Enkelejda Kasneci:
Differential Privacy for Eye Tracking with Temporal Correlations. CoRR abs/2002.08972 (2020) - [i23]Nora Castner, Thomas C. Kübler, Katharina Scheiter, Juliane Richter, Thérése Eder, Fabian Hüttig, Constanze Keutel, Enkelejda Kasneci:
Deep semantic gaze embedding and scanpath comparison for expertise classification during OPT viewing. CoRR abs/2003.13987 (2020) - [i22]Wolfgang Fuhl, Enkelejda Kasneci:
Multi Layer Neural Networks as Replacement for Pooling Operations. CoRR abs/2006.06969 (2020) - [i21]Yao Rong, Zeynep Akata, Enkelejda Kasneci:
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring. CoRR abs/2006.11557 (2020) - [i20]Benedikt Hosp, Florian Schultz, Enkelejda Kasneci, Oliver Höner:
Eye Movement Feature Classification for Soccer Expertise Identification in Virtual Reality. CoRR abs/2009.11676 (2020) - [i19]Mariella Dreissig, Mohamed Hedi Baccour, Tim Schäck, Enkelejda Kasneci:
Driver Drowsiness Classification Based on Eye Blink and Head Movement Features Using the k-NN Algorithm. CoRR abs/2009.13276 (2020) - [i18]Wolfgang Fuhl, Yao Rong, Thomas Motz, Michael Scheidt, Andreas Hartel, Andreas Koch, Enkelejda Kasneci:
Explainable Online Validation of Machine Learning Models for Practical Applications. CoRR abs/2010.00821 (2020) - [i17]Wolfgang Fuhl, Enkelejda Kasneci:
Weight and Gradient Centralization in Deep Neural Networks. CoRR abs/2010.00866 (2020) - [i16]Wolfgang Fuhl, Enkelejda Kasneci:
Rotated Ring, Radial and Depth Wise Separable Radial Convolutions. CoRR abs/2010.00873 (2020) - [i15]Efe Bozkir, Shahram Eivazi, Mete Akgün, Enkelejda Kasneci:
Eye Tracking Data Collection Protocol for VR for Remotely Located Subjects using Blockchain and Smart Contracts. CoRR abs/2010.12570 (2020) - [i14]Onur Günlü, Efe Bozkir, Wolfgang Fuhl, Rafael F. Schaefer, Enkelejda Kasneci:
Differential Privacy for Eye Tracking with Temporal Correlations. IACR Cryptol. ePrint Arch. 2020: 340 (2020) - 2019
- [i13]Wolfgang Fuhl, Thomas C. Kübler, Rene Alexander Lotz, Gjergji Kasneci, Wolfgang Rosenstiel, Enkelejda Kasneci:
Validation loss for landmark detection. CoRR abs/1901.10143 (2019) - [i12]Wolfgang Fuhl, Gjergji Kasneci, Wolfgang Rosenstiel, Enkelejda Kasneci:
Training decision trees as replacement for convolution layers. CoRR abs/1905.10073 (2019) - [i11]Efe Bozkir, Ali Burak Ünal, Mete Akgün, Enkelejda Kasneci, Nico Pfeifer:
Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework. CoRR abs/1911.07936 (2019) - 2018
- [i10]Wolfgang Fuhl, Thiago Santini, Thomas C. Kübler, Nora Castner, Wolfgang Rosenstiel, Enkelejda Kasneci:
Eye movement simulation and detector creation to reduce laborious parameter adjustments. CoRR abs/1804.00970 (2018) - [i9]Ömer Sümer, Patricia Goldberg, Kathleen Stürmer, Tina Seidel, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci:
Teacher's Perception in the Classroom. CoRR abs/1805.08897 (2018) - [i8]Wolfgang Fuhl, Enkelejda Kasneci:
Eye movement velocity and gaze data generator for evaluation, robustness testing and assess of eye tracking software and visualization tools. CoRR abs/1808.09296 (2018) - 2017
- [i7]Wolfgang Fuhl, Thiago Santini, Gjergji Kasneci, Wolfgang Rosenstiel, Enkelejda Kasneci:
PupilNet v2.0: Convolutional Neural Networks for CPU based real time Robust Pupil Detection. CoRR abs/1711.00112 (2017) - [i6]Wolfgang Fuhl, Thiago Santini, Enkelejda Kasneci:
Fast camera focus estimation for gaze-based focus control. CoRR abs/1711.03306 (2017) - [i5]Thiago Santini, Wolfgang Fuhl, Enkelejda Kasneci:
PuRe: Robust pupil detection for real-time pervasive eye tracking. CoRR abs/1712.08900 (2017) - 2016
- [i4]Wolfgang Fuhl, Thiago Santini, Gjergji Kasneci, Enkelejda Kasneci:
PupilNet: Convolutional Neural Networks for Robust Pupil Detection. CoRR abs/1601.04902 (2016) - 2015
- [i3]Wolfgang Fuhl, Thiago C. Santini, Thomas C. Kübler, Enkelejda Kasneci:
ElSe: Ellipse Selection for Robust Pupil Detection in Real-World Environments. CoRR abs/1511.06575 (2015) - [i2]Thomas C. Kübler, Tobias Rittig, Judith Ungewiss, Christina Krauss, Enkelejda Kasneci:
Rendering refraction and reflection of eyeglasses for synthetic eye tracker images. CoRR abs/1511.07299 (2015) - [i1]Thiago Santini, Wolfgang Fuhl, Thomas C. Kübler, Enkelejda Kasneci:
Bayesian Identification of Fixations, Saccades, and Smooth Pursuits. CoRR abs/1511.07732 (2015)
Coauthor Index
[j22] [j12] [j8] [j3] [j2] [c118] [c115] [c103] [c96] [c95] [c87] [c86] [c85] [c84] [c83] [c80] [c79] [c77] [c75] [c73] [c67] [c66] [c58] [c56] [c55] [c54] [c52] [c48] [c45] [c44] [c42] [c40] [c37] [c35] [c32] [c31] [c29] [c28] [c27] [c26] [c25] [c24] [c22] [c20] [c18] [c17] [c16] [c14] [c13] [c12] [i55] [i44] [i42] [i41] [i35] [i33] [i31] [i24] [i22] [i18] [i17] [i16] [i14] [i13] [i12] [i10] [i8] [i7] [i6] [i5] [i4] [i3] [i1]
Thiago Santini
aka: Thiago C. Santini
aka: Thiago C. Santini
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