SEGNET-BASED EXTRACTION OF WETLAND VEGETATION INFORMATION FROM UAV IMAGES

SEGNET-BASED EXTRACTION OF WETLAND VEGETATION INFORMATION FROM UAV IMAGES

This study takes Guangxi Huixian National Wetland Park as the research area, and uses the UAV image and ground measured tag data as the data source. The SegNet model is used to extract the wetland vegetation information in the study area, further verification multiple classification SegNet model and...

Full description

Bibliographic Details
Main Authors:	T. Y. Tang, B. L. Fu, P. Q. Lou, L. Bi
Format:	Article
Language:	English
Published:	Copernicus Publications 2020-02-01
Series:	The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:	https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W10/375/2020/isprs-archives-XLII-3-W10-375-2020.pdf

Similar Items

Comparison of multi-class and fusion of multiple single-class SegNet model for mapping karst wetland vegetation using UAV images
by: Tengfang Deng, et al.
Published: (2022-08-01)

Comparison of optimized object-based RF-DT algorithm and SegNet algorithm for classifying Karst wetland vegetation communities using ultra-high spatial resolution UAV data
by: Bolin Fu, et al.
Published: (2021-12-01)

IIE-SegNet: Deep Semantic Segmentation Network With Enhanced Boundary Based on Image Information Entropy
by: Qing Li, et al.
Published: (2021-01-01)

P_Segnet and NP_Segnet: New Neural Network Architectures for Cloud Recognition of Remote Sensing Images
by: Junyu Lu, et al.
Published: (2019-01-01)

SM-SegNet: A Lightweight Squeeze M-SegNet for Tissue Segmentation in Brain MRI Scans
by: Nagaraj Yamanakkanavar, et al.
Published: (2022-07-01)

Automatic Extraction Method of Aquaculture Sea Based on Improved SegNet Model
by: Weiyi Xie, et al.
Published: (2023-10-01)

A new vegetation index based on UAV for extracting plateau vegetation information
by: Cheng Chen, et al.
Published: (2024-04-01)

Dark Spot Detection in SAR Images of Oil Spill Using Segnet
by: Hao Guo, et al.
Published: (2018-12-01)

Real-Time Multi-Focus Biomedical Microscopic Image Fusion Based on m-SegNet
by: Ronghao Pei, et al.
Published: (2021-01-01)

RESEARCH ON HIGH RESOLUTION REMOTE SENSING IMAGE CLASSIFICATION BASED ON SEGNET SEMANTIC MODEL IMPROVED BY GENETIC ALGORITHM
by: M. Xue, et al.
Published: (2020-02-01)

MASA-SegNet: A Semantic Segmentation Network for PolSAR Images
by: Jun Sun, et al.
Published: (2023-07-01)

GL-Segnet: Global-Local representation learning net for medical image segmentation
by: Di Gai, et al.
Published: (2023-04-01)

Automated brain tumor segmentation on multi-modal MR image using SegNet
by: Salma Alqazzaz, et al.
Published: (2019-04-01)

On the Robustness and Generalization Ability of Building Footprint Extraction on the Example of SegNet and Mask R-CNN
by: Muntaha Sakeena, et al.
Published: (2023-04-01)

Improve SegNet with feature pyramid for road scene parsing
by: Ai Xinbo, et al.
Published: (2021-01-01)

Research on road surface crack detection based on SegNet network
by: Cunge Guo, et al.
Published: (2024-03-01)

AM-SegNet for additive manufacturing in situ X-ray image segmentation and feature quantification
by: Wei Li, et al.
Published: (2024-12-01)

Rain-Contaminated Region Segmentation of X-Band Marine Radar Images With an Ensemble of SegNets
by: Xinwei Chen, et al.
Published: (2021-01-01)

WETLAND VEGETATION INTEGRITY ASSESSMENT WITH LOW ALTITUDE MULTISPECTRAL UAV IMAGERY
by: M. A. Boon, et al.
Published: (2017-08-01)

DETERMINATION OF THE PRESENT VEGETATION STATE OF A WETLAND WITH UAV RGB IMAGERY
by: M. A. Boon, et al.
Published: (2017-11-01)

Liver Tumor Segmentation in CT Scans Using Modified SegNet
by: Sultan Almotairi, et al.
Published: (2020-03-01)

An automatic power line inspection method based on an improved SegNet network
by: YANG Jian, et al.
Published: (2023-06-01)

An FA-SegNet Image Segmentation Model Based on Fuzzy Attention and Its Application in Cardiac MRI Segmentation
by: Ruiping Yang, et al.
Published: (2022-04-01)

Effects of Multi-Growth Periods UAV Images on Classifying Karst Wetland Vegetation Communities Using Object-Based Optimization Stacking Algorithm
by: Ya Zhang, et al.
Published: (2023-08-01)

Classifying vegetation communities karst wetland synergistic use of image fusion and object-based machine learning algorithm with Jilin-1 and UAV multispectral images
by: Bolin Fu, et al.
Published: (2022-07-01)

PD-SegNet: Semantic Segmentation of Small Agricultural Targets in Complex Environments
by: Zhijia Zhu, et al.
Published: (2023-01-01)

Connected-SegNets: A Deep Learning Model for Breast Tumor Segmentation from X-ray Images
by: Mohammad Alkhaleefah, et al.
Published: (2022-08-01)

Water Areas Segmentation from Remote Sensing Images Using a Separable Residual SegNet Network
by: Liguo Weng, et al.
Published: (2020-04-01)

A PERFORMANCE COMPARISON BETWEEN SEGNET AND DEEPLABV3+ ON THE SEMANTIC SEGMENTATION OF HERITAGE BUILDINGS
by: E. Pellis, et al.
Published: (2023-05-01)

Automatic measurement of fetal femur length in ultrasound images: a comparison of random forest regression model and SegNet
by: Fengcheng Zhu, et al.
Published: (2021-09-01)

COVID-19 lung CT image segmentation using deep learning methods: U-Net versus SegNet
by: Adnan Saood, et al.
Published: (2021-02-01)

Brain SegNet: 3D local refinement network for brain lesion segmentation
by: Xiaojun Hu, et al.
Published: (2020-02-01)

Intelligent yield estimation for tomato crop using SegNet with VGG19 architecture
by: Prabhakar Maheswari, et al.
Published: (2022-08-01)

A Squeeze U-SegNet Architecture Based on Residual Convolution for Brain MRI Segmentation
by: Chaitra Dayananda, et al.
Published: (2022-01-01)

Evaluation of Decision Fusions for Classifying Karst Wetland Vegetation Using One-Class and Multi-Class CNN Models with High-Resolution UAV Images
by: Yuyang Li, et al.
Published: (2022-11-01)

Multi-Scale Squeeze U-SegNet with Multi Global Attention for Brain MRI Segmentation
by: Chaitra Dayananda, et al.
Published: (2021-05-01)

Improved Segmentation of Pulmonary Nodules Using Soft Computing Techniques with SegNet and Adversarial Networks
by: Vinod Cheppamkuzhi, et al.
Published: (2023-06-01)

Lightweight Bridge Crack Detection Method Based on SegNet and Bottleneck Depth-Separable Convolution With Residuals
by: Xuan Zheng, et al.
Published: (2021-01-01)

DELINEATION WATER OF PEARL RIVER BASIN USING LANDSAT IMAGES FROM GOOGLE EARTH ENGINE
by: L. Bi, et al.
Published: (2020-02-01)

Matrix SegNet: A Practical Deep Learning Framework for Landslide Mapping from Images of Different Areas with Different Spatial Resolutions
by: Bo Yu, et al.
Published: (2021-08-01)