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ORCIDStefan Winkler 0001
Person information
- affiliation: National University of Singapore, Singapore
- affiliation (former): Swiss Federal Institute of Technology, Lausanne, Switzerland
Other persons with the same name
- Stefan Winkler — disambiguation page
- Stefan Winkler 0002 — FernUniversität in Hagen, Faculty of Mathematics and Computer Science
- Stefan Winkler 0003 — University of Erlangen-Nuremberg, Department of Information Systems
- Stefan Winkler 0004 — Astrium GmbH
- Stefan Winkler 0005 — Deutsche Forschungsanstalt für Luft- und Raumfahrt e.V.-DLR, Institute of Robotics and System Dynamics, Weßling, Germany
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2020 – today
- 2024
[c89]Dexter Neo, Stefan Winkler, Tsuhan Chen:
MaxEnt Loss: Constrained Maximum Entropy for Calibration under Out-of-Distribution Shift. AAAI 2024: 21463-21472- [c88]Anand Subramanian, Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Vijay Prakash Dwivedi, Stefan Winkler:
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering. ACL (Findings) 2024: 4002-4042 - [c87]Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria:
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond. EACL (1) 2024: 1738-1751 - [c86]Neeladri Bhuiya, Viktor Schlegel, Stefan Winkler:
Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? EMNLP 2024: 2514-2528 - [i44]Anand Subramanian, Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Vijay Prakash Dwivedi, Stefan Winkler:
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering. CoRR abs/2406.03699 (2024) - [i43]Aishik Nagar, Viktor Schlegel, Thanh-Tung Nguyen, Hao Li, Yuping Wu, Kuluhan Binici, Stefan Winkler:
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction. CoRR abs/2408.12249 (2024) - [i42]Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler:
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues. CoRR abs/2408.14418 (2024) - [i41]Neeladri Bhuiya, Viktor Schlegel, Stefan Winkler:
Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? CoRR abs/2409.05197 (2024) - [i40]Andy T. Liu, Yi-Cheng Lin, Haibin Wu, Stefan Winkler, Hung-yi Lee:
Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget. CoRR abs/2409.16295 (2024) - [i39]Vijay Prakash Dwivedi, Viktor Schlegel, Andy T. Liu, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Jeng Wei, Wei-Hsian Yin, Stefan Winkler, Robby T. Tan:
Representation Learning of Structured Data for Medical Foundation Models. CoRR abs/2410.13351 (2024) - 2023
- [c85]Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap, Stefan Winkler:
A Two-Stage Decoder for Efficient ICD Coding. ACL (Findings) 2023: 4658-4665 - [c84]Hao Li
, Yuping Wu, Viktor Schlegel, Riza Batista-Navarro, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Xiao-Jun Zeng, Daniel Beck, Stefan Winkler, Goran Nenadic:
Team: PULSAR at ProbSum 2023: PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models. BioNLP@ACL 2023: 503-509 - [c83]Viktor Schlegel, Hao Li, Yuping Wu, Anand Subramanian, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Daniel Beck, Xiao-Jun Zeng, Riza Theresa Batista-Navarro, Stefan Winkler, Goran Nenadic:
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records. CLEF (Working Notes) 2023: 1668-1679 - [c82]Dexter Neo, Tsuhan Chen, Stefan Winkler:
Large-Scale Facial Expression Recognition Using Dual-Domain Affect Fusion for Noisy Labels. CVPR Workshops 2023: 5692-5700 - [c81]Mayank Jain, Navya Jain, Yee Hui Lee, Stefan Winkler, Soumyabrata Dev:
Transfer Learning for Cloud Image Classification. IGARSS 2023: 6005-6008 - [i38]Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap, Stefan Winkler, Shao-Syuan Huang, Jie-Jyun Liu, Chih-Jen Lin:
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification. CoRR abs/2304.13998 (2023) - [i37]Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria:
Beyond Words: A Comprehensive Survey of Sentence Representations. CoRR abs/2305.12641 (2023) - [i36]Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap, Stefan Winkler:
A Two-Stage Decoder for Efficient ICD Coding. CoRR abs/2306.00005 (2023) - [i35]Hao Li, Yuping Wu, Viktor Schlegel, Riza Batista-Navarro, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Xiao-Jun Zeng, Daniel Beck, Stefan Winkler, Goran Nenadic:
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models. CoRR abs/2306.02754 (2023) - [i34]Viktor Schlegel, Hao Li, Yuping Wu, Anand Subramanian, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Daniel Beck, Xiao-Jun Zeng, Riza Theresa Batista-Navarro, Stefan Winkler, Goran Nenadic:
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records. CoRR abs/2307.02006 (2023) - [i33]Dexter Neo, Stefan Winkler, Tsuhan Chen:
MaxEnt Loss: Constrained Maximum Entropy for Calibration under Out-of-Distribution Shift. CoRR abs/2310.17159 (2023) - [i32]Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Tsung-Han Yang, Vijay Prakash Dwivedi, Wei-Hsian Yin, Jeng Wei, Stefan Winkler:
Automated Clinical Coding for Outpatient Departments. CoRR abs/2312.13533 (2023) - 2022
- [j27]Le Zhang, Songyou Peng, Stefan Winkler:
PersEmoN: A Deep Network for Joint Analysis of Apparent Personality, Emotion and Their Relationship. IEEE Trans. Affect. Comput. 13(1): 298-305 (2022) - [j26]Abhinav Shukla, Shruti Shriya Gullapuram, Harish Katti, Mohan S. Kankanhalli, Stefan Winkler, Ramanathan Subramanian:
Recognition of Advertisement Emotions With Application to Computational Advertising. IEEE Trans. Affect. Comput. 13(2): 781-792 (2022) - [c80]Weiling Chen, Sheng Lun Benjamin Chua, Stefan Winkler, See-Kiong Ng:
Trusted Media Challenge Dataset and User Study. CIKM 2022: 3873-3877 - [c79]Yasin Yazici, Bruno Lecouat, Kim-Hui Yap, Stefan Winkler, Georgios Piliouras, Vijay Chandrasekhar, Chuan-Sheng Foo:
Mixed Membership Generative Adversarial Networks. ICIP 2022: 1026-1030 - [c78]Chi Fa Foo, Stefan Winkler:
Image Data Augmentation with Unpaired Image-to-Image Camera Model Translation. ICIP 2022: 3246-3250 - [d1]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
Singapore Whole sky Nighttime Image SEGmentation Database. IEEE DataPort, 2022
- [i31]Weiling Chen, Benjamin Chua, Stefan Winkler:
AI Singapore Trusted Media Challenge Dataset. CoRR abs/2201.04788 (2022) - [i30]Calvin Chen, Stefan Winkler:
Generating near-infrared facial expression datasets with dimensional affect labels. CoRR abs/2206.13887 (2022) - 2021
- [c77]Vassilios Vonikakis, Yuan Rong Dexter Neo, Stefan Winkler:
Morphset: Augmenting Categorical Emotion Datasets With Dimensional Affect Labels Using Face Morphing. ICIP 2021: 2713-2717 - [c76]Stefan Winkler, Weiling Chen, Abhinav Dhall, Pavel Korshunov:
ADGD'21: 1st Workshop on Synthetic Multimedia - Audiovisual Deepfake Generation and Detection. ACM Multimedia 2021: 5698-5699 - [e1]Stefan Winkler, Weiling Chen, Abhinav Dhall, Pavel Korshunov:
ADGD '21: Proceedings of the 1st Workshop on Synthetic Multimedia - Audiovisual Deepfake Generation and Detection, Virtual Event, China, 24 October 2021. ACM 2021, ISBN 978-1-4503-8682-1 [contents] - [i29]Vassilios Vonikakis, Dexter Neo, Stefan Winkler:
Morphset: Augmenting categorical emotion datasets with dimensional affect labels using face morphing. CoRR abs/2103.02854 (2021) - [i28]Vassilios Vonikakis, Stefan Winkler:
Efficient Facial Expression Analysis For Dimensional Affect Recognition Using Geometric Features. CoRR abs/2106.07817 (2021) - [i27]Mayank Jain, Navya Jain, Yee Hui Lee, Stefan Winkler, Soumyabrata Dev:
Detecting Blurred Ground-based Sky/Cloud Images. CoRR abs/2110.09764 (2021) - 2020
- [c75]Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Vijay Chandrasekhar:
Empirical Analysis Of Overfitting And Mode Drop In Gan Training. ICIP 2020: 1651-1655 - [c74]Vassilios Vonikakis, Stefan Winkler:
Identity-Invariant Facial Landmark Frontalization For Facial Expression Analysis. ICIP 2020: 2281-2285 - [c73]Jonas Bitoun, Stefan Winkler:
HelipadCat: Categorised Helipad Image Dataset and Detection Method. TENCON 2020: 685-689 - [i26]Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Vijay Chandrasekhar:
Empirical Analysis of Overfitting and Mode Drop in GAN Training. CoRR abs/2006.14265 (2020)
2010 – 2019
- 2019
- [j25]Soumyabrata Dev, Atul Nautiyal, Yee Hui Lee, Stefan Winkler:
CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation. IEEE Geosci. Remote. Sens. Lett. 16(12): 1814-1818 (2019) - [j24]Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Yu Song Meng, Stefan Winkler:
A Data-Driven Approach for Accurate Rainfall Prediction. IEEE Trans. Geosci. Remote. Sens. 57(11): 9323-9331 (2019) - [c72]Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar:
The Unusual Effectiveness of Averaging in GAN Training. ICLR (Poster) 2019 - [i25]Yasin Yazici, Bruno Lecouat, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar:
Venn GAN: Discovering Commonalities and Particularities of Multiple Distributions. CoRR abs/1902.03444 (2019) - [i24]Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler:
Multi-label Cloud Segmentation Using a Deep Network. CoRR abs/1903.06562 (2019) - [i23]Abhinav Shukla, Shruti Shriya Gullapuram, Harish Katti, Mohan S. Kankanhalli, Stefan Winkler, Ramanathan Subramanian:
Recognition of Advertisement Emotions with Application to Computational Advertising. CoRR abs/1904.01778 (2019) - [i22]Soumyabrata Dev, Atul Nautiyal, Yee Hui Lee, Stefan Winkler:
CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation. CoRR abs/1904.07979 (2019) - [i21]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
Estimating Solar Irradiance Using Sky Imagers. CoRR abs/1910.04981 (2019) - [i20]Lucie Lévêque, Soumyabrata Dev, Murhaf Hossari, Yee Hui Lee, Stefan Winkler:
Subjective Quality Assessment of Ground-based Camera Images. CoRR abs/1912.07192 (2019) - 2018
- [j23]Ramanathan Subramanian, Julia Wache, Mojtaba Khomami Abadi, Radu L. Vieriu, Stefan Winkler, Nicu Sebe:
ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors. IEEE Trans. Affect. Comput. 9(2): 147-160 (2018) - [c71]Yasin Yazici, Kim-Hui Yap, Stefan Winkler:
Autoregressive Generative Adversarial Networks. ICLR (Workshop) 2018 - [c70]Viral Parekh, Maneesh Bilalpur, C. V. Jawahar, Sharavan Kumar, Stefan Winkler, Ramanathan Subramanian:
Investigating the generalizability of EEG-based cognitive load estimation across visualizations. ICMI (adjunct) 2018: 9:1-9:5 - [c69]Maneesh Bilalpur, Mohan S. Kankanhalli, Stefan Winkler, Ramanathan Subramanian:
EEG-based Evaluation of Cognitive Workload Induced by Acoustic Parameters for Data Sonification. ICMI 2018: 315-323 - [c68]Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Stefan Winkler, Yu Song Meng:
Systematic Study of Weather Variables for Rainfall Detection. IGARSS 2018: 3027-3030 - [c67]Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Yu Song Meng, Stefan Winkler:
A Data-Driven Approach to Detect Precipitation from Meteorological Sensor Data. IGARSS 2018: 3872-3875 - [c66]Songyou Peng, Le Zhang, Stefan Winkler, Marianne Winslett:
Give Me One Portrait Image, I Will Tell You Your Emotion and Personality. ACM Multimedia 2018: 1226-1227 - [i19]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
High-Dynamic-Range Imaging for Cloud Segmentation. CoRR abs/1803.01071 (2018) - [i18]Songyou Peng, Le Zhang, Yutong Ban, Meng Fang, Stefan Winkler:
A Deep Network for Arousal-Valence Emotion Prediction with Acoustic-Visual Cues. CoRR abs/1805.00638 (2018) - [i17]Yasin Yazici, Chuan Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar:
The Unusual Effectiveness of Averaging in GAN Training. CoRR abs/1806.04498 (2018) - [i16]Maneesh Bilalpur, Mohan S. Kankanhalli, Stefan Winkler, Ramanathan Subramanian:
EEG-based Evaluation of Cognitive Workload Induced by Acoustic Parameters for Data Sonification. CoRR abs/1808.06055 (2018) - [i15]Viral Parekh, Maneesh Bilalpur, Sharavan Kumar, Stefan Winkler, C. V. Jawahar, Ramanathan Subramanian:
Investigating the generalizability of EEG-based Cognitive Load Estimation Across Visualizations. CoRR abs/1809.04507 (2018) - [i14]Le Zhang, Songyou Peng, Stefan Winkler:
PersEmoN: A Deep Network for Joint Analysis of Apparent Personality, Emotion and Their Relationship. CoRR abs/1811.08657 (2018) - 2017
- [j22]Stefan Winkler, Chang Wen Chen, Alexander Raake, Peter Schelkens, Lea Skorin-Kapov:
Introduction to the Special Issue on Measuring Quality of Experience for Advanced Media Technologies and Services. IEEE J. Sel. Top. Signal Process. 11(1): 3-5 (2017) - [j21]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
Rough-Set-Based Color Channel Selection. IEEE Geosci. Remote. Sens. Lett. 14(1): 52-56 (2017) - [j20]Soumyabrata Dev, Yee Hui Lee, Stefan Winkler:
Color-Based Segmentation of Sky/Cloud Images From Ground-Based Cameras. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(1): 231-242 (2017) - [j19]Vassilios Vonikakis, Ramanathan Subramanian, Jonas Toft Arnfred, Stefan Winkler:
A Probabilistic Approach to People-Centric Photo Selection and Sequencing. IEEE Trans. Multim. 19(11): 2609-2624 (2017) - [c65]Florian M. Savoy, Soumyabrata Dev, Yee Hui Lee, Stefan Winkler:
Stereoscopic cloud base reconstruction using high-resolution whole sky imagers. ICIP 2017: 141-145 - [c64]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
Nighttime sky/cloud image segmentation. ICIP 2017: 345-349 - [c63]Jonas Toft Arnfred, Viet Dung Nguyen, Stefan Winkler:
BAFT: Binary affine feature transform. ICIP 2017: 2821-2825 - [i13]Soumyabrata Dev, Yee Hui Lee, Stefan Winkler:
Systematic study of color spaces and components for the segmentation of sky/cloud images. CoRR abs/1701.04520 (2017) - [i12]Soumyabrata Dev, Shilpa Manandhar, Feng Yuan, Yee Hui Lee, Stefan Winkler:
Cloud Radiative Effect Study Using Sky Camera. CoRR abs/1703.05591 (2017) - [i11]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
Design of low-cost, compact and weather-proof whole sky imagers for high-dynamic-range captures. CoRR abs/1704.05678 (2017) - [i10]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
Nighttime sky/cloud image segmentation. CoRR abs/1705.10583 (2017) - [i9]Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler:
Study of Clear Sky Models for Singapore. CoRR abs/1708.08760 (2017) - 2016
- [j18]Robert C. Streijl, Stefan Winkler, David S. Hands:
Mean opinion score (MOS) revisited: methods and applications, limitations and alternatives. Multim. Syst. 22(2): 213-227 (2016) - [j17]Jonas Toft Arnfred, Stefan Winkler:
A general framework for image feature matching without geometric constraints. Pattern Recognit. Lett. 73: 26-32 (2016) - [j16]Wei Wang, Yan Yan, Stefan Winkler, Nicu Sebe:
Category Specific Dictionary Learning for Attribute Specific Feature Selection. IEEE Trans. Image Process. 25(3): 1465-1478 (2016) - [c62]Wei Wang, Yan Yan, Liqiang Nie, Luming Zhang, Stefan Winkler, Nicu Sebe:
Sparse Code Filtering for Action Pattern Mining. ACCV (2) 2016: 3-18 - [c61]Vassilios Vonikakis, Stefan Winkler:
A center-surround framework for spatial image processing. Retinex at 50 2016: 1-8 - [c60]Bihan Wen, Ye Zhu, Ramanathan Subramanian, Tian-Tsong Ng, Xuanjing Shen, Stefan Winkler:
COVERAGE - A novel database for copy-move forgery detection. ICIP 2016: 161-165 - [c59]Vassilios Vonikakis, Ramanathan Subramanian, Stefan Winkler:
Shaping datasets: Optimal data selection for specific target distributions across dimensions. ICIP 2016: 3753-3757 - [c58]Vassilios Vonikakis, Yasin Yazici, Viet Dung Nguyen, Stefan Winkler:
Group happiness assessment using geometric features and dataset balancing. ICMI 2016: 479-486 - [c57]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
Estimation of solar irradiance using ground-based whole sky imagers. IGARSS 2016: 7236-7239 - [c56]Florian M. Savoy, Soumyabrata Dev, Yee Hui Lee, Stefan Winkler:
Geo-referencing and stereo calibration of ground-based Whole Sky Imagers using the sun trajectory. IGARSS 2016: 7473-7476 - [i8]Syed Omer Gilani, Ramanathan Subramanian, Yan Yan, David Melcher, Nicu Sebe, Stefan Winkler:
PET: An Eye-tracking Dataset for Animal-centric PASCAL Object Classes. CoRR abs/1604.01574 (2016) - [i7]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
WAHRSIS: A Low-cost, High-resolution Whole Sky Imager With Near-Infrared Capabilities. CoRR abs/1605.06595 (2016) - [i6]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
Estimation of solar irradiance using ground-based whole sky imagers. CoRR abs/1606.02546 (2016) - [i5]Soumyabrata Dev, Bihan Wen, Yee Hui Lee, Stefan Winkler:
Machine Learning Techniques and Applications For Ground-based Image Analysis. CoRR abs/1606.02811 (2016) - [i4]Soumyabrata Dev, Yee Hui Lee, Stefan Winkler:
Color-based Segmentation of Sky/Cloud Images From Ground-based Cameras. CoRR abs/1606.03669 (2016) - [i3]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
Short-term prediction of localized cloud motion using ground-based sky imagers. CoRR abs/1610.06666 (2016) - [i2]Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler:
Detecting Rainfall Onset Using Sky Images. CoRR abs/1610.06667 (2016) - [i1]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
Rough Set Based Color Channel Selection. CoRR abs/1611.00931 (2016) - 2015
- [j15]Ting Ma, Yee Hui Lee, Stefan Winkler, Maode Ma:
QoS provisioning by power control for video communication via satellite links. Int. J. Satell. Commun. Netw. 33(3): 259-275 (2015) - [c55]Soumyabrata Dev, Yee Hui Lee, Stefan Winkler:
Categorization of cloud image patches using an improved texton-based approach. ICIP 2015: 422-426 - [c54]Soumyabrata Dev, Yee Hui Lee, Stefan Winkler:
Multi-level semantic labeling of Sky/cloud images. ICIP 2015: 636-640 - [c53]Jonas Toft Arnfred, Stefan Winkler:
Fast-match: Fast and robust feature matching on large images. ICIP 2015: 3000-3003 - [c52]Anoop Kolar Rajagopal, Ramanathan Subramanian, Vassilios Vonikakis, K. R. Ramakrishnan, Stefan Winkler:
On the utility of canonical correlation analysis for domain adaptation in multi-view headpose estimation. ICIP 2015: 4708-4712 - [c51]Syed Omer Gilani, Ramanathan Subramanian, Yan Yan, David Melcher, Nicu Sebe, Stefan Winkler:
PET: An eye-tracking dataset for animal-centric Pascal object classes. ICME 2015: 1-6 - [c50]Julia Wache, Ramanathan Subramanian, Mojtaba Khomami Abadi, Radu-Laurentiu Vieriu, Nicu Sebe, Stefan Winkler:
Implicit User-centric Personality Recognition Based on Physiological Responses to Emotional Videos. ICMI 2015: 239-246 - [c49]Hongwei Ng, Viet Dung Nguyen, Vassilios Vonikakis, Stefan Winkler:
Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning. ICMI 2015: 443-449 - [c48]Florian M. Savoy, Joseph Chadi Lemaitre, Soumyabrata Dev, Yee Hui Lee, Stefan Winkler:
Cloud base height estimation using high-resolution whole sky imagers. IGARSS 2015: 1622-1625 - [c47]Soumyabrata Dev, Florian M. Savoy, Yee Hui Lee, Stefan Winkler:
Design of low-cost, compact and weather-proof whole sky imagers for high-dynamic-range captures. IGARSS 2015: 5359-5362 - [c46]Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Stefan Winkler, Nicu Sebe:
Inferring Painting Style with Multi-Task Dictionary Learning. IJCAI 2015: 2162-2168 - [c45]Ramanathan Subramanian, Jagannadan Varadarajan, Elisa Ricci, Oswald Lanz, Stefan Winkler:
Jointly Estimating Interactions and Head, Body Pose of Interactors from Distant Social Scenes. ACM Multimedia 2015: 835-838 - 2014
- [c44]Albrecht J. Lindner, Stefan Winkler:
What impacts skin color in digital photos? Color Imaging: Displaying, Processing, Hardcopy, and Applications 2014: 901505 - [c43]Florian M. Savoy, Vassilios Vonikakis, Stefan Winkler, Sabine Süsstrunk:
Recovering badly exposed objects from digital photos using internet images. Digital Photography 2014: 90230W - [c42]Stefan Winkler, Florian M. Savoy, Ramanathan Subramanian:
X-Eye: A reference format for eye tracking data to facilitate analyses across databases. Human Vision and Electronic Imaging 2014: 90140L - [c41]Hongwei Ng, Stefan Winkler:
A data-driven approach to cleaning large face datasets. ICIP 2014: 343-347 - [c40]Soumyabrata Dev, Yee Hui Lee, Stefan Winkler:
Systematic study of color spaces and components for the segmentation of sky/cloud images. ICIP 2014: 5102-5106 - [c39]Vassilios Vonikakis, Ramanathan Subramanian, Jonas Toft Arnfred, Stefan Winkler:
Modeling Image Appeal Based on Crowd Preferences for Automated Person-Centric Collage Creation. CrowdMM 2014: 9-15 - [c38]Stefan Winkler:
Does inter-subject variability depend on test material? QoMEX 2014: 37-38 - [c37]Vassilios Vonikakis, Amornched Jinda-Apiraksa, Stefan Winkler:
PhotoCluster - A Multi-clustering Technique for Near-duplicate Detection in Personal Photo Collections. VISAPP (2) 2014: 153-161 - 2013
- [j14]Stefan Winkler, Dongbo Min:
Stereo/multiview picture quality: Overview and recent advances. Signal Process. Image Commun. 28(10): 1358-1373 (2013) - [c36]Jonas Toft Arnfred, Stefan Winkler, Sabine Süsstrunk:
Mirror Match: Reliable Feature Point Matching without Geometric Constraints. ACPR 2013: 256-260 - [c35]Syed Omer Gilani, Subramanian Ramanathan, Huang Hua, Stefan Winkler, Shih-Cheng Yen:
Impact of image appeal on visual attention during photo triaging. ICIP 2013: 231-235 - [c34]Vassilios Vonikakis, Ramanathan Subramanian, Stefan Winkler:
How do users make a people-centric slideshow? CrowdMM@ACM Multimedia 2013: 13-14 - [c33]Christian Timmerer, Patrick Le Callet, Martín Varela, Stefan Winkler, Tiago H. Falk, Raimund Schatz:
Welcome message from the QoMEX 2013 chairs. QoMEX 2013: 1 - [c32]Honghai Yu, Stefan Winkler:
Image complexity and spatial information. QoMEX 2013: 12-17 - [c31]Amornched Jinda-Apiraksa, Vassilios Vonikakis, Stefan Winkler:
California-ND: An annotated dataset for near-duplicate detection in personal photo collections. QoMEX 2013: 142-147 - [c30]Stefan Winkler, Subramanian Ramanathan:
Overview of Eye tracking Datasets. QoMEX 2013: 212-217 - 2012
- [j13]Stefan Winkler:
Analysis of Public Image and Video Databases for Quality Assessment. IEEE J. Sel. Top. Signal Process. 6(6): 616-625 (2012) - [c29]Seon Joo Kim, Hongwei Ng, Stefan Winkler, Peng Song, Chi-Wing Fu:
Brush-and-drag: a multi-touch interface for photo triaging. Mobile HCI 2012: 59-68 - [c28]Seon Joo Kim, Hongwei Ng, Stefan Winkler, Peng Song, Chi-Wing Fu:
Brush-and-drag: a multi-touch interface for photo triaging. Mobile HCI (Companion) 2012: 161-162 - [c27]Vassilios Vonikakis, Stefan Winkler:
System for creating slideshows based on people and their emotions. ACM Multimedia 2012: 1289-1290 - [c26]Vassilios Vonikakis, Stefan Winkler:
Emotion-based sequence of family photos. ACM Multimedia 2012: 1371-1372 - 2011
- [j12]Fatih Porikli, Al Bovik, Chris Plack, Ghassan Alregib, Joyce E. Farrell, Patrick Le Callet, Quan Huynh-Thu, Sebastian Möller, Stefan Winkler:
Multimedia Quality Assessment [DSP Forum]. IEEE Signal Process. Mag. 28(6): 164-177 (2011) - [c25]Stefan Winkler, Dongbo Min:
Stereoscopic image quality compendium. ICICS 2011: 1-5 - [c24]Yee Hui Lee, Stefan Winkler:
Effects of Rain Attenuation on Satellite Video Transmission. VTC Spring 2011: 1-5 - 2010
- [j11]Stefan Winkler, Frédéric Dufaux, Dominique Barba, Vittorio Baroncini:
Special issue on Image and Video Quality Assessment. Signal Process. Image Commun. 25(7): 467-468 (2010) - [j10]Robert C. Streijl, Stefan Winkler, David S. Hands:
Perceptual Quality Measurement - Towards a More Efficient Process for Validating Objective Models [Standards in a Nutshell]. IEEE Signal Process. Mag. 27(4): 136-140 (2010) - [j9]Jefry Tedjokusumo, Steven Zhiying Zhou, Stefan Winkler:
Immersive Multiplayer Games With Tangible and Physical Interaction. IEEE Trans. Syst. Man Cybern. Part A 40(1): 147-157 (2010)
2000 – 2009
- 2009
- [j8]Peng Song, Hang Yu, Stefan Winkler:
Vision-based 3D Finger Interactions for Mixed Reality Games with Physics Simulation. Int. J. Virtual Real. 8(2): 1-6 (2009) - 2008
- [j7]Stefan Winkler, Praveen Mohandas:
The Evolution of Video Quality Measurement: From PSNR to Hybrid Metrics. IEEE Trans. Broadcast. 54(3): 660-668 (2008) - [j6]Bingbing Ni, Ashraf A. Kassim, Stefan Winkler:
A Hybrid Framework for 3-D Human Motion Tracking. IEEE Trans. Circuits Syst. Video Technol. 18(8): 1075-1084 (2008) - [c23]Bingbing Ni, Stefan Winkler, Ashraf A. Kassim:
An efficient stochastic framework for 3D human motion tracking. Three-Dimensional Image Capture and Applications 2008: 68050R - [c22]Dwarikanath Mahapatra, Stefan Winkler, Shih-Cheng Yen:
Motion saliency outweighs other low-level features while watching videos. Human Vision and Electronic Imaging 2008: 68060P - [c21]Peng Song, Hang Yu, Stefan Winkler:
Vision-based 3D finger interactions for mixed reality games with physics simulation. VRCAI 2008 - 2007
- [c20]Stefan Winkler, Karthik Rangaswamy, Steven Zhiying Zhou:
Intuitive Map Navigation on Mobile Devices. HCI (6) 2007: 605-614 - [c19]Steven Zhiying Zhou, Jefry Tedjokusumo, Stefan Winkler, Bingbing Ni:
User Studies of a Multiplayer First Person Shooting Game with Tangible and Physical Interaction. HCI (14) 2007: 738-747 - [c18]Peng Song, Stefan Winkler, Jefry Tedjokusumo:
A Tangible Game Interface Using Projector-Camera Systems. HCI (2) 2007: 956-965 - [c17]Bingbing Ni, Stefan Winkler, Ashraf A. Kassim:
Articulated Object Registration Using Simulated Physical Force/Moment for 3D Human Motion Tracking. Workshop on Human Motion 2007: 212-224 - [c16]Peng Song, Stefan Winkler, Syed Omer Gilani, Steven Zhiying Zhou:
Vision-Based Projected Tabletop Interface for Finger Interactions. ICCV-HCI 2007: 49-58 - [c15]Stefan Winkler, Karthik Rangaswamy, Jefry Tedjokusumo, Steven Zhiying Zhou:
Intuitive application-specific user interfaces for mobile devices. Mobility Conference 2007: 576-582 - 2006
- [j5]Stefan Winkler, Christof Faller:
Perceived Audiovisual Quality of Low-Bitrate Multimedia Content. IEEE Trans. Multim. 8(5): 973-980 (2006) - 2005
- [c14]Stefan Winkler, Christof Faller:
Audiovisual quality evaluation of low-bitrate video. Human Vision and Electronic Imaging 2005: 139-148 - 2004
- [j4]Pina Marziliano, Frédéric Dufaux, Stefan Winkler, Touradj Ebrahimi:
Perceptual blur and ringing metrics: application to JPEG2000. Signal Process. Image Commun. 19(2): 163-172 (2004) - [c13]Stefan Winkler, Sabine Süsstrunk:
Visibility of noise in natural images. Human Vision and Electronic Imaging 2004: 121-129 - [c12]Andrea Cavallaro, Stefan Winkler:
Segmentation-driven perceptual quality metrics. ICIP 2004: 3543-3546 - 2003
- [c11]Stefan Winkler, Ruth Campos:
Video quality evaluation for Internet streaming applications. Human Vision and Electronic Imaging 2003: 104-115 - [c10]Stefan Winkler, Frédéric Dufaux:
Video quality evaluation for mobile streaming applications. VCIP 2003: 593-603 - 2002
- [j3]Zhenghua Yu, Hong Ren Wu, Stefan Winkler, Tao Chen:
Vision-model-based impairment metric to evaluate blocking artifacts in digital video. Proc. IEEE 90(1): 154-169 (2002) - [j2]Martin Kutter, Stefan Winkler:
A vision-based masking model for spread-spectrum image watermarking. IEEE Trans. Image Process. 11(1): 16-25 (2002) - [c9]Pina Marziliano, Frédéric Dufaux, Stefan Winkler, Touradj Ebrahimi:
A no-reference perceptual blur metric. ICIP (3) 2002: 57-60 - [c8]Stefan Winkler, Elisa Drelie Gelasca, Touradj Ebrahimi:
Perceptual Quality Assesment for Video Watermarking. ITCC 2002: 90-94 - 2001
- [c7]Stefan Winkler:
Visual fidelity and perceived quality: toward comprehensive metrics. Human Vision and Electronic Imaging 2001: 114-125 - 2000
- [c6]Stefan Winkler:
Quality metric design: a closer look. Human Vision and Electronic Imaging 2000: 37-44 - [c5]Ann M. Rohaly, Philip J. Corriveau, John M. Libert, Arthur A. Webster, Vittorio Baroncini, John G. Beerends, Jean-Louis Blin, Laura Contin, Takahiro Hamada, David Harrison, Andries P. Hekstra, Jeffrey Lubin, Yukihiro Nishida, Ricardo Nishihara, John C. Pearson, Antonio F. Pessoa, Neil Pickford, Alexander Schertz, Massimo Visca, Andrew B. Watson, Stefan Winkler:
Video Quality Experts Group: current results and future directions. VCIP 2000: 742-753
1990 – 1999
- 1999
- [j1]Stefan Winkler:
Issues in vision modeling for perceptual video quality assessment. Signal Process. 78(2): 231-252 (1999) - [c4]Stefan Winkler:
Perceptual distortion metric for digital color video. Human Vision and Electronic Imaging 1999: 175-184 - [c3]Stefan Winkler, Pierre Vandergheynst:
Computing Isotropic Local Contrast from Oriented Pyramid Decompositions. ICIP (4) 1999: 420-424 - [c2]Stefan Winkler:
Visual quality assessment using a contrast gain control model. MMSP 1999: 527-532 - 1998
- [c1]Stefan Winkler:
A Perceptual Distortion Metric for Digital Color Images. ICIP (3) 1998: 399-403
Coauthor Index
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