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MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?


Aug 21, 2021
Matteo Fabbri, Guillem Braso, Gianluca Maugeri, Orcun Cetintas, Riccardo Gasparini, Aljosa Osep, Simone Calderara, Laura Leal-Taixe, Rita Cucchiara

* ICCV 2021 camera-ready version 

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Towards Reducing Labeling Cost in Deep Object Detection


Jun 22, 2021
Ismail Elezi, Zhiding Yu, Anima Anandkumar, Laura Leal-Taixe, Jose M. Alvarez

* Includes supplementary material 

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DeepLab2: A TensorFlow Library for Deep Labeling


Jun 17, 2021
Mark Weber, Huiyu Wang, Siyuan Qiao, Jun Xie, Maxwell D. Collins, Yukun Zhu, Liangzhe Yuan, Dahun Kim, Qihang Yu, Daniel Cremers, Laura Leal-Taixe, Alan L. Yuille, Florian Schroff, Hartwig Adam, Liang-Chieh Chen

* 4-page technical report. The first three authors contributed equally to this work 

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STEP: Segmenting and Tracking Every Pixel


Feb 23, 2021
Mark Weber, Jun Xie, Maxwell Collins, Yukun Zhu, Paul Voigtlaender, Hartwig Adam, Bradley Green, Andreas Geiger, Bastian Leibe, Daniel Cremers, Aljosa Osep, Laura Leal-Taixe, Liang-Chieh Chen

* Datasets, metric, and baselines will be made publicly available soon 

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TrackFormer: Multi-Object Tracking with Transformers


Jan 07, 2021
Tim Meinhardt, Alexander Kirillov, Laura Leal-Taixe, Christoph Feichtenhofer

* Tech. report 

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Patch2Pix: Epipolar-Guided Pixel-Level Correspondences


Dec 04, 2020
Qunjie Zhou, Torsten Sattler, Laura Leal-Taixe


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Make One-Shot Video Object Segmentation Efficient Again


Dec 03, 2020
Tim Meinhardt, Laura Leal-Taixe


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Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learning


Oct 27, 2020
Manu Tom, Rajanie Prabha, Tianyu Wu, Emmanuel Baltsavias, Laura Leal-Taixe, Konrad Schindler

* Accepted for publication in MDPI Remote Sensing Journal 

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HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking


Sep 29, 2020
Jonathon Luiten, Aljosa Osep, Patrick Dendorfer, Philip Torr, Andreas Geiger, Laura Leal-Taixe, Bastian Leibe

* Pre-print. Accepted for Publication in the International Journal of Computer Vision, 19 August 2020. Code is available at https://github.com/JonathonLuiten/HOTA-metrics 

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Lake Ice Monitoring with Webcams and Crowd-Sourced Images


Feb 18, 2020
Rajanie Prabha, Manu Tom, Mathias Rothermel, Emmanuel Baltsavias, Laura Leal-Taixe, Konrad Schindler


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The Group Loss for Deep Metric Learning


Dec 01, 2019
Ismail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixe


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To Learn or Not to Learn: Visual Localization from Essential Matrices


Aug 04, 2019
Qunjie Zhou, Torsten Sattler, Marc Pollefeys, Laura Leal-Taixe


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CVPR19 Tracking and Detection Challenge: How crowded can it get?


Jun 10, 2019
Patrick Dendorfer, Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian Reid, Stefan Roth, Konrad Schindler, Laura Leal-Taixe

* arXiv admin note: substantial text overlap with arXiv:1603.00831, arXiv:1504.01942 

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Tracking without bells and whistles


Apr 10, 2019
Philipp Bergmann, Tim Meinhardt, Laura Leal-Taixe


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Understanding the Limitations of CNN-based Absolute Camera Pose Regression


Mar 18, 2019
Torsten Sattler, Qunjie Zhou, Marc Pollefeys, Laura Leal-Taixe

* Initial version of a paper accepted to CVPR 2019 

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Lifting Layers: Analysis and Applications


Mar 23, 2018
Peter Ochs, Tim Meinhardt, Laura Leal-Taixe, Michael Moeller


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Automatic tracking of vessel-like structures from a single starting point


Jun 08, 2017
Dario Augusto Borges Oliveira, Laura Leal-Taixe, Raul Queiroz Feitosa, Bodo Rosenhahn


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MOT16: A Benchmark for Multi-Object Tracking


May 03, 2016
Anton Milan, Laura Leal-Taixe, Ian Reid, Stefan Roth, Konrad Schindler

* arXiv admin note: substantial text overlap with arXiv:1504.01942 

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