Phenotyping Alfalfa (Medicago sativa L.) Root Structure Architecture via Integrating Confident Machine Learning with ResNet-18

BJ Weihs, Z Tang, Z Tian, DJ Heuschele… - Plant …, 2024 - spj.science.org
Background: Root system architecture (RSA) is of growing interest in implementing plant
improvements with belowground root traits. Modern computing technology applied to …

ESRA: a Neuro-Symbolic Relation Transformer for Autonomous Driving

AS Russo, L Morra, F Lamberti… - 2024 International Joint …, 2024 - ieeexplore.ieee.org
Scene Graph Generation (SGG) is a powerful tool for autonomous vehicles to understand
their environment. In this paper, a novel one-stage neuro-symbolic architecture called nEuro …

Leveraging Motion Tracking for Intuitive Interactions in a Tablet-Based 3D Scene Annotation System

T Song, U Eck, N Navab - 2023 IEEE International Symposium …, 2023 - ieeexplore.ieee.org
In the rapidly evolving field of computer vision, efficient and accurate annotation of 3D
scenes plays a crucial role. While automation has streamlined this process, manual …

Research on Driving Scenario Knowledge Graphs

C Zhang, L Hong, D Wang, X Liu, J Yang, Y Lin - Applied Sciences, 2024 - mdpi.com
Despite the partial disclosure of driving scenario knowledge graphs, they still fail to meet the
comprehensive needs of intelligent connected vehicles for driving knowledge. Current …

Grounding Scene Graphs on Natural Images via Visio-Lingual Message Passing

A Tripathi, A Mishra… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
This paper presents a framework for jointly grounding objects that follow certain semantic
relationship constraints given in a scene graph. A typical natural scene contains several …

Dynamic-Scene-Graph-Supported Visual Understanding of Autonomous Driving Scenarios

T Liu, D Sun, C Bi, Y Sun, S Chen - 2024 IEEE 17th Pacific …, 2024 - ieeexplore.ieee.org
Understanding driving scenarios is a critical issue in autonomous driving, as it allows
developers to create more effective and reliable autonomous driving systems. However, the …

SGDraw: Scene Graph Drawing Interface Using Object-Oriented Representation

T Zhang, X Du, CM Chang, X Yang, H Xie - International Conference on …, 2023 - Springer
Scene understanding is an essential and challenging task in computer vision. To provide the
visually-grounded graphical structure of an image, the scene graph has received increased …

Scene Graph Generation in Autonomous Driving: a Neuro-symbolic approach

PEI Dimasi - 2023 - webthesis.biblio.polito.it
The 2022 study on traffic fatalities in Italy by the Italian National Institute of Statistics (ISTAT)
reports 454 daily fatalities and 561 injuries, primarily due to distractions. Then, the success …