User profiles for Oscar Carlsson
 | Oscar CarlssonChalmers University of Technology, WASP Verified email at chalmers.se Cited by 101 |
Heal-swin: A vision transformer on the sphere
High-resolution wide-angle fisheye images are becoming more and more important for robotics
applications such as autonomous driving. However using ordinary convolutional neural …
applications such as autonomous driving. However using ordinary convolutional neural …
Geometric deep learning and equivariant neural networks
We survey the mathematical foundations of geometric deep learning, focusing on group
equivariant and gauge equivariant neural networks. We develop gauge equivariant …
equivariant and gauge equivariant neural networks. We develop gauge equivariant …
State of the art in industrial automation
…, S Karnouskos, R Camp, O Carlsson… - Industrial Cloud-Based …, 2014 - Springer
In the last decades, industrial automation has become a driving force in all production
systems. Technologies and architectures have emerged alongside the growing organisational …
systems. Technologies and architectures have emerged alongside the growing organisational …
Equivariance versus augmentation for spherical images
We analyze the role of rotational equivariance in convolutional neural networks (CNNs)
applied to spherical images. We compare the performance of the group equivariant networks …
applied to spherical images. We compare the performance of the group equivariant networks …
Migration of industrial process control systems into service oriented architecture
J Delsing, F Rosenqvist, O Carlsson… - IECON 2012-38th …, 2012 - ieeexplore.ieee.org
The procedure of migrating SCADA and DCS functionality of the ISA-95 process automation
architecture to a Service based automation architecture is discussed. Challenges in such …
architecture to a Service based automation architecture is discussed. Challenges in such …
The arrowhead framework architecture
…, M Albano, PP Pereira, J Eliasson, O Carlsson… - IoT …, 2017 - api.taylorfrancis.com
… Oscar Carlsson … Carlsson, D. Vera, J. Delsing, B. … Carlsson, C. Hegedűs, J. Delsing, and P. …
Plant descriptions for engineering tool interoperability
The emergence and deployment of connected devices in many domains of application (eg
industrial production, buildings and facilities, urban environment, etc.) have resulted in the …
industrial production, buildings and facilities, urban environment, etc.) have resulted in the …
Migration of industrial process control systems to service-oriented architectures
O Carlsson, J Delsing, F Arrigucci… - … journal of computer …, 2018 - Taylor & Francis
The use of Service Oriented Architectures (SOAs) in industrial automation promises an
improved cross-layer integration as well as a functionality decoupled from the technical …
improved cross-layer integration as well as a functionality decoupled from the technical …
Configuration service in cloud based automation systems
O Carlsson, PP Pereira, J Eliasson… - IECON 2016-42nd …, 2016 - ieeexplore.ieee.org
Current challenges in production automation requires the involvement of new technologies
like Internet of Things (IoT), Systems of Systems and local automation clouds. The objective …
like Internet of Things (IoT), Systems of Systems and local automation clouds. The objective …
Organizing iot systems-of-systems from standardized engineering data
O Carlsson, C Hegedűs, J Delsing… - IECON 2016-42nd …, 2016 - ieeexplore.ieee.org
Tackling current challenges in production automation requires the involvement of new concepts
like Internet of Things, System-of-Systems and local automation clouds. The objective of …
like Internet of Things, System-of-Systems and local automation clouds. The objective of …