Articles with "multitask network" as a keyword



Adaptive Self-Paced Collaborative and 3-D Adversarial Multitask Network for Semantic Change Detection Using Zhuhai-1 Orbita Hyperspectral Remote Sensing Imagery

Sign Up to like & get
recommendations!
Published in 2024 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2023.3348572

Abstract: In recent years, numerous change detection methodologies have been proposed, with a predominant focus on binary change detection. Furthermore, there exists a paucity of research addressing semantic change detection in scenarios where solely binary change… read more here.

Keywords: multitask network; semantic change; change detection; change ... See more keywords

A Multitask Network and Two Large-Scale Datasets for Change Detection and Captioning in Remote Sensing Images

Sign Up to like & get
recommendations!
Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2024.3485740

Abstract: Remote sensing change detection (RSCD) recognizes pixel-level change regions between images, while remote sensing change captioning (RSCC) describes the nature and properties of these changes in natural language. The past have studied two tasks individually.… read more here.

Keywords: two large; change detection; remote sensing; change ... See more keywords