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Enkelejda Kasneci
Person information
- affiliation: Technical University of Munich, Germany
- affiliation (former): University of Tübingen, Germany
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2020 – today
- 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) - [c133]Mengdi Wang, Anna Bodonhelyi, Efe Bozkir, Enkelejda Kasneci:
TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients. AAAI 2024: 15546-15554 - [c132]Yao Rong, Peizhu Qian
, Vaibhav V. Unhelkar
, Enkelejda Kasneci:
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise. AAAI 2024: 21545-21553 - [c131]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 - [c130]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 - [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 - [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
- [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) - [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 - [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] - [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
- [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) - [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 - [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] - [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
- [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) - [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 - [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
- [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 - [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)
2010 – 2019
- 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 - [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
- [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) - [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 - [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] - [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
- [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) - [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 - [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
- [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) - [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 - [i4]Wolfgang Fuhl, Thiago Santini, Gjergji Kasneci, Enkelejda Kasneci:
PupilNet: Convolutional Neural Networks for Robust Pupil Detection. CoRR abs/1601.04902 (2016) - 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 - [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) - 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
- [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) - [c2]Enkelejda Tafaj, Thomas C. Kübler, Jörg Peter
, Wolfgang Rosenstiel, Martin Bogdan:
Vishnoo - An open-source software for vision research. CBMS 2011: 1-6
2000 – 2009
- 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
Coauthor Index
aka: Thiago C. Santini
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