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2019

Journal Articles

MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation

Xucong Zhang; Yusuke Sugano; Mario Fritz; Andreas Bulling

MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation Journal Article

Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019.

Links | BibTeX | Tags: 2017, 2018, 2019

2018

Journal Articles

Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning

Stamatios Georgoulis; Konstantinos Rematas; Tobias Ritschel; Efstratios Gavves; Mario Fritz; Luc Van Gool; Tinne Tuytelaars

Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning Journal Article

Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018.

BibTeX | Tags: 2017, 2018

2017

Journal Articles

Ask Your Neurons: A Deep Learning Approach to Visual Question Answering

Mateusz Malinowski; Marcus Rohrbach; Mario Fritz

Ask Your Neurons: A Deep Learning Approach to Visual Question Answering Journal Article

International Journal of Computer Vision (IJCV), 2017, (to appear).

Links | BibTeX | Tags: 2017

Novel Views of Objects from a Single Image

Konstantinos Rematas; Chuong Nguyen; Tobias Ritschel; Mario Fritz; Tinne Tuytelaars

Novel Views of Objects from a Single Image Journal Article

Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017.

Links | BibTeX | Tags: 2016, 2017

Inproceedings

Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling

Hosnieh Sattar; Andreas Bulling; Mario Fritz

Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling Inproceedings

Mutual Benefits of Cognitive and Computer Vision Workshop at International Conference on Computer Vision (ICCV-W), 2017.

Links | BibTeX | Tags: 2017

Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images

Tribhuvanesh Orekondy; Bernt Schiele; Mario Fritz

Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Inproceedings

IEEE International Conference on Computer Vision (ICCV), 2017.

Links | BibTeX | Tags: 2017

Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training

Rakshith Shetty; Marcus Rohrbach; Lisa Anne Hendricks; Mario Fritz; Bernt Schiele

Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training Inproceedings

IEEE International Conference on Computer Vision (ICCV), 2017.

Links | BibTeX | Tags: 2017

Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective

Seong Joon Oh; Mario Fritz; Bernt Schiele

Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective Inproceedings

IEEE International Conference on Computer Vision (ICCV), 2017, 2017.

Links | BibTeX | Tags: 2017

What Is Around The Camera?

Stamatios Georgoulis; Konstantinos Rematas; Tobias Ritschel; Mario Fritz; Tinne Tuytelaars; Luc Van Gool

What Is Around The Camera? Inproceedings

IEEE International Conference on Computer Vision (ICCV), 2017.

Links | BibTeX | Tags: 2017

Learning Dilation Factors for Semantic Segmentation of Street Scenes

Yang He; Margret Keuper; Bernt Schiele; Mario Fritz

Learning Dilation Factors for Semantic Segmentation of Street Scenes Inproceedings

German Conference on Pattern Recognition (GCPR), 2017.

Links | BibTeX | Tags: 2017

STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling

Yang He; Wei-Chen Chiu; Margret Keuper; Mario Fritz

STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling Inproceedings

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

Links | BibTeX | Tags: 2017

A Domain Based Approach to Social Relation Recognition

Qianru Sun; Bernt Schiele; Mario Fritz

A Domain Based Approach to Social Relation Recognition Inproceedings

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

Links | BibTeX | Tags: 2017

Exploiting saliency for object segmentation from image level labels

Seong Joon Oh; Rodrigo Benenson; Anna Khoreva; Zeynep Akata; Mario Fritz; Bernt Schiele

Exploiting saliency for object segmentation from image level labels Inproceedings

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

Links | BibTeX | Tags: 2017

It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation

Xucong Zhang; Yusuke Sugano; Mario Fritz; Andreas Bulling

It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation Inproceedings

1st International Workshop on Deep Affective Learning and Context Modeling at Computer Vision and Pattern Recognition Conference (CVPR-W), 2017.

Links | BibTeX | Tags: 2017

Visual Stability Prediction for Robotic Manipulation

Wenbin Li; Ales Leonardis; Mario Fritz

Visual Stability Prediction for Robotic Manipulation Inproceedings

IEEE International Conference on Robotics and Automation (ICRA), 2017, (to appear).

Links | BibTeX | Tags: 2017

Miscellaneous

Long-Term On-Board Prediction of Pedestrians in Traffic Scenes

Apratim Bhattacharyya; Mario Fritz; Bernt Schiele

Long-Term On-Board Prediction of Pedestrians in Traffic Scenes Miscellaneous

Conference on Robot Learning (CoRL), 2017.

Links | BibTeX | Tags: 2017

From Understanding to Controlling Privacy against Automatic Person Identification in Social Media

Seong Joon Oh; Mario Fritz; Bernt Schiele

From Understanding to Controlling Privacy against Automatic Person Identification in Social Media Miscellaneous

The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security (CV-COPS 2017), 2017.

Links | BibTeX | Tags: 2017

Visual Stability Prediction and Its Application to Manipulation

Wenbin Li; Ales Leonardis; Mario Fritz

Visual Stability Prediction and Its Application to Manipulation Miscellaneous

AAAI Spring Symposium Series: Interactive Multi-Sensory Object Perception for Embodied Agents, 2017.

Links | BibTeX | Tags: 2017

Technical Reports

Disentangled Person Image Generation

Liqian Ma; Qianru Sun; Stamatios Georgoulis; Luc Van Gool; Bernt Schiele; Mario Fritz

Disentangled Person Image Generation Technical Report

arXiv:1712.02621 [cs.CV], 2017.

Links | BibTeX | Tags: 2017

Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images

Tribhuvanesh Orekondy; Mario Fritz; Bernt Schiele

Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images Technical Report

arXiv:1712.01066 [cs.CV], 2017.

Links | BibTeX | Tags: 2017

Natural and Effective Obfuscation by Head Inpainting

Qianru Sun; Liqian Ma; Seong Joon Oh; Luc Van Gool; Bernt Schiele; Mario Fritz

Natural and Effective Obfuscation by Head Inpainting Technical Report

arXiv:1711.09001 [cs.CV], 2017.

Links | BibTeX | Tags: 2017

Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty

Apratim Bhattacharyya; Mario Fritz; Bernt Schiele

Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty Technical Report

arXiv:1711.09026 [cs.CV], 2017.

Links | BibTeX | Tags: 2017

A4NT : Author Attribute Anonymity by Adversarial Training of Neural Machine Translation

Rakshith Shetty; Bernt Schiele; Mario Fritz

A4NT : Author Attribute Anonymity by Adversarial Training of Neural Machine Translation Technical Report

arXiv:1711.01921, 2017.

Links | BibTeX | Tags: 2017

Whitening Black-Box Neural Networks

Seong Joon Oh; Max Augustin; Bernt Schiele; Mario Fritz

Whitening Black-Box Neural Networks Technical Report

arXiv:1711.01768, 2017.

Links | BibTeX | Tags: 2017

Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning

Wenbin Li; Jeannette Bohg; Mario Fritz

Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning Technical Report

arXiv:1711.00267, 2017.

Links | BibTeX | Tags: 2017

Person Recognition in Social Media Photos

Seong Joon Oh; Rodrigo Benenson; Mario Fritz; Bernt Schiele

Person Recognition in Social Media Photos Technical Report

(arXiv:1710.03224 [cs.CV]), 2017.

Links | BibTeX | Tags: 2017

Advanced Steel Microstructure Classification by Deep Learning Methods

Seyed Majid Azimi; Dominik Britz; Michael Engstler; Mario Fritz; Frank Muecklich

Advanced Steel Microstructure Classification by Deep Learning Methods Technical Report

arXiv:1706.06480 [cs.CV], 2017.

Links | BibTeX | Tags: 2017

Visual Decoding of Targets During Visual Search From Human Eye Fixations

Hosnieh Sattar; Mario Fritz; Andreas Bulling

Visual Decoding of Targets During Visual Search From Human Eye Fixations Technical Report

arXiv:1706.05993 [cs.CV], 2017.

Links | BibTeX | Tags: 2017

Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images

Tribhuvanesh Orekondy; Bernt Schiele; Mario Fritz

Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Technical Report

arXiv:1703.10660 [cs.CV], 2017.

Links | BibTeX | Tags: 2017

Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training

Rakshith Shetty; Marcus Rohrbach; Lisa Anne Hendricks; Mario Fritz; Bernt Schiele

Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training Technical Report

arXiv:1703.10476 [cs.CV], 2017.

Links | BibTeX | Tags: 2017

Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective

Seong Joon Oh; Mario Fritz; Bernt Schiele

Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective Technical Report

arXiv:1703.09471 [cs.CV], 2017.

Links | BibTeX | Tags: 2017

Exploiting saliency for object segmentation from image level labels

Seong Joon Oh; Rodrigo Benenson; Anna Khoreva; Zeynep Akata; Mario Fritz; Bernt Schiele

Exploiting saliency for object segmentation from image level labels Technical Report

arXiv:1701.08261 [cs.CV], 2017.

Links | BibTeX | Tags: 2017

2016

Technical Reports

Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling

Hosnieh Sattar; Andreas Bulling; Mario Fritz

Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling Technical Report

arXiv:1611.10162 [cs.CV], 2016.

Links | BibTeX | Tags: 2016, 2017