4 papers · 1 filter
Leveraging Convolutional and Graph Networks for an Unsupervised Remote Sensing Labelling Tool
Tulsi Patel, Mark W. Jones, Thomas Redfern
Machine learning for remote sensing imaging relies on up-to-date and accurate labels for model training and testing. Labelling remote sensing imagery is time and cost intensive, re…
Impact of Underwater Image Enhancement on Feature Matching
Jason M. Summers, Mark W. Jones
We introduce local matching stability and furthest matchable frame as quantitative measures for evaluating the success of underwater image enhancement. This enhancement process add…
Denoising-While-Completing Network (DWCNet): Robust Point Cloud Completion Under Corruption
Keneni W. Tesema, Lyndon Hill, Mark W. Jones +1
Point cloud completion is crucial for 3D computer vision tasks in autonomous driving, augmented reality, and robotics. However, obtaining clean and complete point clouds from real-…
From Attributes to Natural Language: A Survey and Foresight on Text-based Person Re-identification
Fanzhi Jiang, Su Yang, Mark W. Jones +1
Text-based person re-identification (Re-ID) is a challenging topic in the field of complex multimodal analysis, its ultimate aim is to recognize specific pedestrians by scrutinizin…