Input quality aware convolutional LSTM networks for virtual marine sensors
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.11.027
Abstract: The harsh environmental conditions in a marine area make continuous observations of it challenging. To temporally or permanently replace faulty hardware sensors, reliable virtual sensors are getting more and more important. This paper introduces a… read more here.
Keywords: quality; quality aware; aware convolutional; input quality ... See more keywords
Multimodal Attention-Aware Convolutional Neural Networks for Classification of Hyperspectral and LiDAR Data
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2022.3187730
Abstract: The attention mechanism is one of the most influential ideas in the deep learning community, which has shown excellent efficiency in various computer vision tasks. Thus, this article proposes the convolution neural network method with… read more here.
Keywords: attention aware; aware convolutional; lidar data; lidar ... See more keywords