Zero shot plant disease classification with semantic attributes
Sign Up to like & getrecommendations! Published in 2024 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-024-10950-9
Abstract: In the rapidly evolving field of plant disease detection, the number and complexity of crop diseases are increasing, made worse by factors like climate change. Addressing these challenges requires robust and efficient methodologies capable of… read more here.
Keywords: disease; plant; zero shot; plant disease ... See more keywords
Feature Generation-Aided Zero-Shot Fast SAR Target Recognition With Semantic Attributes
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2024.3380202
Abstract: A novel semantic-aided feature generative adversarial network (SFGAN) is proposed in this letter and utilized in zero-shot learning (ZSL) for fast synthetic aperture radar (SAR) automatic target recognition (ATR). By exploiting shared semantic attributes of… read more here.
Keywords: target recognition; recognition; zero shot; semantic attributes ... See more keywords
Generalized Zero-shot Learning via Multi-modal Aggregated Posterior Aligning Neural Network
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2020.3047546
Abstract: The visual-semantic gap between the visual space (visual features) and semantic space (semantic attributes) is one of the main problems in the Generalized Zero-Shot Learning (GZSL) task. The essence of this problem is that the… read more here.
Keywords: space; features semantic; visual features; semantic attributes ... See more keywords
Joint Attributes and Event Analysis for Multimedia Event Detection
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2017.2709308
Abstract: Semantic attributes have been increasingly used the past few years for multimedia event detection (MED) with promising results. The motivation is that multimedia events generally consist of lower level components such as objects, scenes, and… read more here.
Keywords: multimedia event; analysis; event detection; semantic attributes ... See more keywords