Adaptive multilevel attention deeplabv3+ with heuristic based frame work for semantic segmentation of aerial images using improved golden jackal optimization algorithm

Adaptive multilevel attention deeplabv3+ with heuristic based frame work for semantic segmentation of aerial images using improved golden jackal optimization algorithm

Semantic segmentation of small-scale objects in aerial images is challenging due to low-level characteristics in neural networks and varying information in feature maps. Deeplab models struggle with poor edge refinement, resulting in rough borders, and fail to fully exploit relationships between pix...

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Bibliographic Details
Main Authors: Anilkumar P, Venugopal P, Satheesh Kumar S, Jagannadha Naidu K
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Results in Engineering
Subjects:
Semantic segmentation
Deeplabv3+
Aerial images
Encoder
Decoder
Atrous spatial pyramid pooling
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123024014191
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