Search Results for author: Jane Cleland-Huang

Found 7 papers, 3 papers with code

NOMAD: A Natural, Occluded, Multi-scale Aerial Dataset, for Emergency Response Scenarios

no code implementations18 Sep 2023 Arturo Miguel Russell Bernal, Walter Scheirer, Jane Cleland-Huang

With the increasing reliance on small Unmanned Aerial Systems (sUAS) for Emergency Response Scenarios, such as Search and Rescue, the integration of computer vision capabilities has become a key factor in mission success.

Human Detection

RESAM: Requirements Elicitation and Specification for Deep-Learning Anomaly Models with Applications to UAV Flight Controllers

no code implementations18 Jul 2022 Md Nafee Al Islam, Yihong Ma, Pedro Alarcon Granadeno, Nitesh Chawla, Jane Cleland-Huang

While formal product documentation often provides example data plots with diagnostic suggestions, the sheer diversity of attributes, critical thresholds, and data interactions can be overwhelming to non-experts who subsequently seek help from discussion forums to interpret their data logs.

Anomaly Detection Time Series +1

Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems

no code implementations28 Mar 2021 Sophia Abraham, Zachariah Carmichael, Sreya Banerjee, Rosaura VidalMata, Ankit Agrawal, Md Nafee Al Islam, Walter Scheirer, Jane Cleland-Huang

Computer vision approaches are widely used by autonomous robotic systems to sense the world around them and to guide their decision making as they perform diverse tasks such as collision avoidance, search and rescue, and object manipulation.

Collision Avoidance Decision Making

Traceability Transformed: Generating moreAccurate Links with Pre-Trained BERT Models

1 code implementation8 Feb 2021 Jinfeng Lin, Yalin Liu, Qingkai Zeng, Meng Jiang, Jane Cleland-Huang

In this study, we propose a novel framework called Trace BERT (T-BERT) to generate trace links between source code and natural language artifacts.

Transfer Learning Software Engineering

Model-Driven Requirements for Humans-on-the-Loop Multi-UAV Missions

no code implementations22 Sep 2020 Ankit Agrawal, Jan-Philipp Steghofer, Jane Cleland-Huang

We introduce the meta-model and the requirements elicitation process with examples drawn from a search-and-rescue mission in which multiple UAVs collaborate with humans to respond to the emergency.

Software Engineering Human-Computer Interaction

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