1 code implementation • 12 Apr 2024 • Maurits Reitsma, Julian Keller, Kenneth Blomqvist, Roland Siegwart
We propose an interpretable framework for reading analog gauges that is deployable on real world robotic systems.
no code implementations • 5 Nov 2023 • Nicolas Gorlo, Kenneth Blomqvist, Francesco Milano, Roland Siegwart
To build spatial AI systems that can quickly be taught about new objects, we need to effectively solve the problem of single-shot object detection, instance segmentation and re-identification.
2 code implementations • 11 Sep 2023 • Haoran Chen, Kenneth Blomqvist, Francesco Milano, Roland Siegwart
In this paper, we propose to the best of our knowledge the first algorithm for open-vocabulary panoptic segmentation in 3D scenes.
2 code implementations • 20 Mar 2023 • Kenneth Blomqvist, Francesco Milano, Jen Jen Chung, Lionel Ott, Roland Siegwart
In this work, we present a zero-shot volumetric open-vocabulary semantic scene segmentation method.
no code implementations • 26 Sep 2022 • Kenneth Blomqvist, Lionel Ott, Jen Jen Chung, Roland Siegwart
Methods have recently been proposed that densely segment 3D volumes into classes using only color images and expert supervision in the form of sparse semantically annotated pixels.
1 code implementation • 19 Jan 2022 • Kenneth Blomqvist, Jen Jen Chung, Lionel Ott, Roland Siegwart
In this work, we present a full object keypoint tracking toolkit, encompassing the entire process from data collection, labeling, model learning and evaluation.
no code implementations • 15 Sep 2021 • Kenneth Blomqvist, Julius Hietala
Recent years have produced a variety of learning based methods in the context of computer vision and robotics.
no code implementations • 8 Feb 2021 • Joël Bachmann, Kenneth Blomqvist, Julian Förster, Roland Siegwart
This, despite the fact that the physical 3D spaces have a similar semantic structure to bodies of text: words are surrounded by words that are semantically related, just like objects are surrounded by other objects that are similar in concept and usage.
no code implementations • 2 Apr 2020 • Kenneth Blomqvist, Michel Breyer, Andrei Cramariuc, Julian Förster, Margarita Grinvald, Florian Tschopp, Jen Jen Chung, Lionel Ott, Juan Nieto, Roland Siegwart
With humankind facing new and increasingly large-scale challenges in the medical and domestic spheres, automation of the service sector carries a tremendous potential for improved efficiency, quality, and safety of operations.
1 code implementation • 6 Oct 2018 • Kenneth Blomqvist, Samuel Kaski, Markus Heinonen
We propose deep convolutional Gaussian processes, a deep Gaussian process architecture with convolutional structure.