A lightweight semantic segmentation method for concrete bridge surface diseases based on improved DeeplabV3+
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-95518-5
Abstract: Due to the similar features of different diseases and insufficient semantic information of small area diseases in the surface disease image of concrete bridges, the existing semantic segmentation models for identifying surface diseases in concrete… read more here.
Keywords: segmentation; surface diseases; semantic segmentation; improved deeplabv3 ... See more keywords
Semantic SLAM Based on Improved DeepLabv3⁺ in Dynamic Scenarios
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3154086
Abstract: Simultaneous Localization and Mapping (SLAM) plays an irreplaceable role in the field of artificial intelligence. The traditional visual SLAM algorithm is stable assuming a static environment, but has lower robustness and accuracy in dynamic scenes,… read more here.
Keywords: improved deeplabv3; system; slam; geometry ... See more keywords
An Identification Method for Mixed Coal Vitrinite Components Based on An Improved DeepLabv3+ Network
Sign Up to like & getrecommendations! Published in 2024 at "Energies"
DOI: 10.3390/en17143453
Abstract: To address the high complexity and low accuracy issues of traditional methods in mixed coal vitrinite identification, this paper proposes a method based on an improved DeepLabv3+ network. First, MobileNetV2 is used as the backbone… read more here.
Keywords: coal vitrinite; mixed coal; identification; network ... See more keywords