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[HTML][HTML] Leaf only SAM: A segment anything pipeline for zero-shot automated leaf segmentation
D Williams, F Macfarlane, A Britten - Smart Agricultural Technology, 2024 - Elsevier
Abstract Segment Anything Model (SAM) is a new “foundation model” that can be used as a
zero-shot object segmentation method with the use of either guide prompts such as …
zero-shot object segmentation method with the use of either guide prompts such as …
Evaluating the efficacy of segment anything model for delineating agriculture and urban green spaces in multiresolution aerial and spaceborne remote sensing …
Segmentation of Agricultural Remote Sensing Images (ARSIs) stands as a pivotal
component within the intelligent development path of agricultural information technology …
component within the intelligent development path of agricultural information technology …
[HTML][HTML] Segment-anything embedding for pixel-level road damage extraction using high-resolution satellite images
S Zhang, X He, B Xue, T Wu, K Ren, T Zhao - International Journal of …, 2024 - Elsevier
When a strong earthquake occurs, roads are the lifelines of rescue. The rapid development
of high-resolution satellite imaging platforms has made the application of remote sensing …
of high-resolution satellite imaging platforms has made the application of remote sensing …
Adapting segment anything model to aerial land cover classification with low-rank adaptation
B Xue, H Cheng, Q Yang, Y Wang… - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
Recently, vision foundation models have gathered wide attention. Among the many
endeavors, the segment anything model (SAM) makes remarkable progress toward a …
endeavors, the segment anything model (SAM) makes remarkable progress toward a …
[HTML][HTML] Application and evaluation of the AI-powered Segment Anything Model (SAM) in seafloor map**: A case study from Puck Lagoon, Poland
Ł Janowski, R Wróblewski - Remote Sensing, 2024 - mdpi.com
The digital representation of seafloor, a challenge in UNESCO's Ocean Decade initiative, is
essential for sustainable development support and marine environment protection, aligning …
essential for sustainable development support and marine environment protection, aligning …
A Domain-Adaptive segmentation method based on segment Anything model for mechanical assembly
J Wang, C Chen, C Dai, J Hong - Measurement, 2024 - Elsevier
Semantic segmentation of assembly images can effectively identify and prevent non-
standard behaviors such as wrong assembly and missing assembly in the assembly …
standard behaviors such as wrong assembly and missing assembly in the assembly …
Evaluation of coarse aggregate properties in hardened concrete based on segment anything model (SAM)
The applicability of the segment anything model (SAM) algorithm, a novel technique for
analyzing the characteristics of coarse aggregate from RGB images of concrete cross …
analyzing the characteristics of coarse aggregate from RGB images of concrete cross …
[HTML][HTML] Automatic segmentation of radar data from the Chang'E-4 mission using unsupervised machine learning: A data-driven interpretation approach
Abstract Chang'E-3, Chang'E-4 and Chang'E-5 were the first planetary missions with in-situ
ground-penetrating radar (GPR) in their scientific payloads. Apart from the Chang'E …
ground-penetrating radar (GPR) in their scientific payloads. Apart from the Chang'E …
Drilling rock image segmentation and analysis using segment anything model
Image processing and analysis techniques are commonly utilized in various fields such as
geology, underwater engineering, environmental conservation, marine resource exploration …
geology, underwater engineering, environmental conservation, marine resource exploration …
Optimizing 3D reconstruction: Application of a vision foundation model for dimensional measurement
Y Zeng, Z Hua, Z **ang, Y Liao, F Huang, X Guo… - … of Constructional Steel …, 2025 - Elsevier
This study applies a vision foundation model to optimize the Point Cloud Data (PCD)
reconstruction pipeline in digital photogrammetry, aiming to overcome the challenges of …
reconstruction pipeline in digital photogrammetry, aiming to overcome the challenges of …