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Matthias Kayser
Matthias Kayser
Robert Bosch GmbH, Corporate Research
Geverifieerd e-mailadres voor de.bosch.com
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Sdnet: Semantically guided depth estimation network
M Ochs, A Kretz, R Mester
Pattern Recognition: 41st DAGM German Conference, DAGM GCPR 2019, Dortmund …, 2019
522019
Predictive monocular odometry (PMO): What is possible without RANSAC and multiframe bundle adjustment?
N Fanani, A Stürck, M Ochs, H Bradler, R Mester
Image and Vision Computing 68, 3-13, 2017
312017
Instance-level segmentation of vehicles by deep contours
J van den Brand, M Ochs, R Mester
Computer Vision–ACCV 2016 Workshops: ACCV 2016 International Workshops …, 2017
222017
Learning and sequencing of object-centric manipulation skills for industrial tasks
L Rozo, M Guo, AG Kupcsik, M Todescato, P Schillinger, M Giftthaler, ...
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020
212020
Cfa: Constraint-based finetuning approach for generalized few-shot object detection
K Guirguis, A Hendawy, G Eskandar, M Abdelsamad, M Kayser, J Beyerer
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
182022
Keypoint trajectory estimation using propagation based tracking
N Fanani, M Ochs, H Bradler, R Mester
2016 IEEE Intelligent Vehicles Symposium (IV), 933-939, 2016
182016
Evaluating visual ADAS components on the COnGRATS dataset
D Biedermann, M Ochs, R Mester
2016 IEEE Intelligent Vehicles Symposium (IV), 986-991, 2016
172016
DistanceNet: Estimating traveled distance from monocular images using a recurrent convolutional neural network
R Kreuzig, M Ochs, R Mester
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
162019
Estimation of automotive pitch, yaw, and roll using enhanced phase correlation on multiple far-field windows
M Barnada, C Conrad, H Bradler, M Ochs, R Mester
2015 IEEE Intelligent Vehicles Symposium (IV), 481-486, 2015
152015
Joint Epipolar Tracking (JET): Simultaneous optimization of epipolar geometry and feature correspondences
H Bradler, M Ochs, N Fanani, R Mester
2017 IEEE Winter Conference on Applications of Computer Vision (WACV), 445-453, 2017
102017
COnGRATS: Realistic simulation of traffic sequences for autonomous driving
D Biedermann, M Ochs, R Mester
Image and Vision Computing New Zealand (IVCNZ), 2015 International …, 2016
92016
CNN-based multi-frame IMO detection from a monocular camera
N Fanani, M Ochs, A Sturck, R Mester
2018 IEEE Intelligent Vehicles Symposium (IV), 957-964, 2018
82018
Niff: Alleviating forgetting in generalized few-shot object detection via neural instance feature forging
K Guirguis, J Meier, G Eskandar, M Kayser, B Yang, J Beyerer
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
42023
Enhanced phase correlation for reliable and robust estimation of multiple motion distributions
M Ochs, H Bradler, R Mester
Image and Video Technology: 7th Pacific-Rim Symposium, PSIVT 2015, Auckland …, 2016
42016
Detecting parallel-moving objects in the monocular case employing CNN depth maps
N Fanani, M Ochs, R Mester
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018
32018
Learning rank reduced interpolation with principal component analysis
M Ochs, H Bradler, R Master
2017 IEEE Intelligent Vehicles Symposium (IV), 1126-1133, 2017
32017
Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors
K Guirguis, M Abdelsamad, G Eskandar, A Hendawy, M Kayser, B Yang, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
12023
Spatio-Temporal Depth Interpolation (STDI)
M Ochs, H Bradler, R Mester
2018 IEEE Intelligent Vehicles Symposium (IV), 1742-1748, 2018
12018
Shape Completion and Object Position estimation for Machine Vision
M Kayser, M Ba, SR Vutukur
US Patent App. 18/046,311, 2023
2023
Few-Shot Object Detection in Unseen Domains
K Guirguis, G Eskandar, M Kayser, B Yang, J Beyerer
2022 16th International Conference on Signal-Image Technology & Internet …, 2022
2022
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Artikelen 1–20