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Pose2Drone: A Skeleton-Pose-based Framework for Human-Drone Interaction


May 28, 2021
Zdravko Marinov, Stanka Vasileva, Qing Wang, Constantin Seibold, Jiaming Zhang, Rainer Stiefelhagen


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Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation


Apr 27, 2021
Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen

* Accepted at CVPR 2021 

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Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation


Mar 27, 2021
M. Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen

* CVPR 2021 

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Capturing Omni-Range Context for Omnidirectional Segmentation


Mar 09, 2021
Kailun Yang, Jiaming Zhang, Simon Reiß, Xinxin Hu, Rainer Stiefelhagen

* Accepted to CVPR2021 

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Perception Framework through Real-Time Semantic Segmentation and Scene Recognition on a Wearable System for the Visually Impaired


Mar 06, 2021
Yingzhi Zhang, Haoye Chen, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen

* 6 pages, 7 figures, 2 tables 

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Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually Impaired


Mar 06, 2021
Wei Mao, Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen

* 6 pages, 4 figures, 2 tables 

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DR-TANet: Dynamic Receptive Temporal Attention Network for Street Scene Change Detection


Mar 01, 2021
Shuo Chen, Kailun Yang, Rainer Stiefelhagen

* 8 pages, 9 figures, 6 tables. The code will be made publicly available at https://github.com/Herrccc/DR-TANet 

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Panoramic Panoptic Segmentation: Towards Complete Surrounding Understanding via Unsupervised Contrastive Learning


Mar 01, 2021
Alexander Jaus, Kailun Yang, Rainer Stiefelhagen

* 7 pages, 4 figures, 2 tables. The project will be at https://github.com/alexanderjaus/PPS 

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Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism


Feb 23, 2021
Constantin Seibold, Matthias A. Fink, Charlotte Goos, Hans-Ulrich Kauczor, Heinz-Peter Schlemmer, Rainer Stiefelhagen, Jens Kleesiek

* 4 pages, ISBI 2021 

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Uncertainty-sensitive Activity Recognition: a Reliability Benchmark and the CARING Models


Jan 02, 2021
Alina Roitberg, Monica Haurilet, Manuel Martinez, Rainer Stiefelhagen

* Accepted as oral at ICPR 2021 

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Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information


Nov 02, 2020
Robin Ruede, Verena Heusser, Lukas Frank, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen

* Accepted to ICPR 2020 

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Self-Guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs


Sep 30, 2020
Constantin Seibold, Jens Kleesiek, Heinz-Peter Schlemmer, Rainer Stiefelhagen


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Unsupervised Domain Adaptation by Uncertain Feature Alignment


Sep 14, 2020
Tobias Ringwald, Rainer Stiefelhagen

* Accepted at the 31st British Machine Vision Virtual Conference (BMVC 2020) 

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Anchor-free Small-scale Multispectral Pedestrian Detection


Aug 20, 2020
Alexander Wolpert, Michael Teutsch, M. Saquib Sarfraz, Rainer Stiefelhagen

* BMVC2020 

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ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data


Aug 20, 2020
Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen

* 8 pages, 6 figures, 4 tables 

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Can we cover navigational perception needs of the visually impaired by panoptic segmentation?


Jul 20, 2020
Wei Mao, Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen

* 14 pages, 6 Figures, 2 tables 

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Detective: An Attentive Recurrent Model for Sparse Object Detection


Apr 25, 2020
Amine Kechaou, Manuel Martinez, Monica Haurilet, Rainer Stiefelhagen


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Deep Multimodal Feature Encoding for Video Ordering


Apr 05, 2020
Vivek Sharma, Makarand Tapaswi, Rainer Stiefelhagen

* IEEE International Conference on Computer Vision (ICCV) Workshop on Large Scale Holistic Video Understanding. The datasets and code are available at https://github.com/vivoutlaw/tcbp 

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Clustering based Contrastive Learning for Improving Face Representations


Apr 05, 2020
Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen

* To appear at IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2020 

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DS-PASS: Detail-Sensitive Panoramic Annular Semantic Segmentation through SwaftNet for Surrounding Sensing


Sep 17, 2019
Kailun Yang, Xinxin Hu, Hao Chen, Kaite Xiang, Kaiwei Wang, Rainer Stiefelhagen

* 6+1 pages, 10 figures, submitted to International Conference on Robotics and Automation (ICRA), 2020 

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Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss


Aug 01, 2019
M. Saquib Sarfraz, Constantin Seibold, Haroon Khalid, Rainer Stiefelhagen

* BMVC 2019 

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Holistic Large Scale Video Understanding


Apr 25, 2019
Ali Diba, Mohsen Fayyaz, Vivek Sharma, Manohar Paluri, Jurgen Gall, Rainer Stiefelhagen, Luc Van Gool


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DynamoNet: Dynamic Action and Motion Network


Apr 25, 2019
Ali Diba, Vivek Sharma, Luc Van Gool, Rainer Stiefelhagen


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Self-Supervised Learning of Face Representations for Video Face Clustering


Mar 03, 2019
Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen

* To appear at International Conference on Automatic Face and Gesture Recognition (2019) as an Oral. The datasets and code are available at https://github.com/vivoutlaw/SSIAM 

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Efficient Parameter-free Clustering Using First Neighbor Relations


Feb 28, 2019
M. Saquib Sarfraz, Vivek Sharma, Rainer Stiefelhagen

* CVPR 2019 

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Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery?


Dec 27, 2018
Congcong Wang, Vivek Sharma, Yu Fan, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jacob Elle, Rainer Stiefelhagen

* In proceedings of IST, Color and Imaging Conference (CIC 26). Congcong Wang and Vivek Sharma contributed equally to this work and listed in alphabetical order 

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Informed Democracy: Voting-based Novelty Detection for Action Recognition


Oct 30, 2018
Alina Roitberg, Ziad Al-Halah, Rainer Stiefelhagen

* Published in BMVC 2018. First and second authors contributed equally to this work 

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Taming the Cross Entropy Loss


Oct 11, 2018
Manuel Martinez, Rainer Stiefelhagen


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