Suchergebnisse - DeeplabV3+ and PSPNet algorithm

Comparison of RFE-DL and stacking ensemble learning algorithms for classifying mangrove species on UAV multispectral images von Fu, Bolin, He, Xu, Yao, Hang, Liang, Yiyin, Deng, Tengfang, He, Hongchang, Fan, Donglin, Lan, Guiwen, He, Wen

“… ) with deep learning (DL) algorithms, and further assess the effectiveness of feature selection for DL (DeeplabV3+ and PSPNet …”
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Application of Three Deep Learning Schemes Into Oceanic Eddy Detection von Xu, Guangjun, Xie, Wenhong, Dong, Changming, Gao, Xiaoqian

“… In the present study, to find out applicable AI-based schemes in eddy detection, three AI-based algorithms are employed in eddy detection, including the pyramid scene parsing network (PSPNet …”
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A New Clustering Algorithm Toward Building Segmentation From Aerial Images by Utilizing RGB‐Component Differences von Liu, Yang, Liu, Shuang, Xu, Jingwen, Wang, Yan, Tan, Guilin, Li, Dongyu, Fan, Bowei

“… their application in irregular scenes, such as the villages subjected to geological hazards in the complex mountains. However, traditional algorithms with shallow and middle features are unable to utilize the complex information of unmanned aerial vehicle …”
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Crack Unet: Crack Recognition Algorithm Based on Three-Dimensional Ground Penetrating Radar Images von Tang, Jiaming, Chen, Chunhua, Huang, Zhiyong, Zhang, Xiaoning, Li, Weixiong, Huang, Min, Deng, Linghui

“… do, such as deepLabv3, PSPNet, and Unet. In the test dataset without cracks, Crack Unet is on the same level as deepLabv3 and PSPNet, which can meet engineering requirements …”
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Research on Propeller Blades Sanding Degree Recognition Algorithm Based on Improved DeepLabV3+ Network von Cao, Siying, Yu, Baocheng, Xu, Wenxia

“… To achieve automated recognition of the sanding degree of propeller blades, an image semantic segmentation algorithm based on the improved DeepLabV3 …”
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Research on the segmentation of individual trees and the extraction of structural parameters in eucalyptus plantations based on a TEMA mask R-CNN model von Huang, Runlian, Ding, Jirong, Ren, Zhaotong, Li, Yuecan, Lai, Xin, Chen, Jianjun, You, Haotian

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Fine Tuning Large Models for Straw Detection in Harvested Fields Under Few-Shot Learning Scenarios von Wu, Di, Liu, Xi, Bai, Song, Liu, Caixia

“… % of the available training data. A comparative analysis was performed under consistent testing conditions against several established algorithms, including Deeplabv3, FCN, PSPNet, TransformerUNet, UNet3 …”
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AC-UNet: an improved UNet-based method for stem and leaf segmentation in Betula luminifera von Yi, Xiaomei, Wang, Jiaoping, Wu, Peng, Wang, Guoying, Mo, Lufeng, Lou, Xiongwei, Liang, Hao, Huang, Huahong, Lin, Erpei, Maponde, Brian Tapiwanashe, Lv, Chaihui

“… In this paper, we propose an AC-UNet stem and leaf segmentation algorithm based on an improved UNet …”
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How Images Defects in Street Scenes Affect the Performance of Semantic Segmentation Algorithms von Imam, Hoda, A., Bassem, E., Hossam

“… street, building, pedestrian, car, and so on). DeepLabv3+ and PSPNet are two of the best performance semantic segmentation methods according to Cityscapes benchmark …”
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Apple Yield Estimation Method Based on CBAM-ECA-Deeplabv3+ Image Segmentation and Multi-Source Feature Fusion von Cui, Wenhao, Lan, Yubin, Li, Jingqian, Yang, Lei, Zhou, Qi, Han, Guotao, Xiao, Xiao, Zhao, Jing, Qiao, Yongliang

“… ) to improve apple yield estimation accuracy. The DeepLabv3+ network, optimized with Convolutional Block Attention Module (CBAM …”
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Segmentation of void defects in X-ray images of chip solder joints based on PCB-DeepLabV3 algorithm von Kong, Defeng, Hu, Xinyu, Gong, Ziang, Zhang, Daode

“… , varying sizes, and defocused edges. To address this problem, an X-ray void image segmentation algorithm based on improved PCB-DeepLabV3 is proposed …”
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Extracting Citrus in Southern China (Guangxi Region) Based on the Improved DeepLabV3+ Network von Li, Hao, Zhang, Jia, Wang, Jia, Feng, Zhongke, Liang, Boyi, Xiong, Nina, Zhang, Junping, Sun, Xiaoting, Li, Yibing, Lin, Shuqi

“… This study proposes a lightweight model for citrus plantation extraction that combines the DeepLabV3 …”
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Online sorting of surface defective walnuts based on deep learning von Wang, Jingwei, Bai, Xiaopeng, Xu, Daochun, Li, Wenbin, Tong, Siyuan, Zhang, Jiaming

“… Then, three deep learning semantic segmentation algorithms, namely PSPnet, U-net, and Deeplabv3 …”
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CAML-PSPNet: A Medical Image Segmentation Network Based on Coordinate Attention and a Mixed Loss Function von Li, Yuxia, Li, Peng, Wang, Hailing, Gong, Xiaomei, Fang, Zhijun

“… For this, a new network based on PSPNet, using a coordinate attention mechanism and a mixed loss function for segmentation (CAML-PSPNet), is proposed …”
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An Identification Method for Mixed Coal Vitrinite Components Based on An Improved DeepLabv3+ Network von Wang, Fujie, Li, Fanfan, Sun, Wei, Song, Xiaozhong, Lu, Huishan

“… 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 …”
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Lightweight rice leaf spot segmentation model based on improved DeepLabv3 von Li, Jianian, Gao, Long, Wang, Xiaocheng, Fang, Jiaoli, Su, Zeyang, Li, Yuecong, Chen, Shaomin

“… To address these limitations, a lightweight rice leaf spot segmentation model (MV3L-MSDE-PGFF-CA-DeepLabv3+, MMPC-DeepLabv3 …”
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A new method for evaluating the uniformity of steel slag distribution in steel slag asphalt mixture based on deep learning von Liu, Jianan, Yuan, Linjian, Wang, Zhenjun, Jing, Haosen, Shao, Tingquan, Chen, Hao

“… +, U-Net, and PSPNet networks. Pixel level watershed algorithm is used to solve the steel slag adhesion problem for predicted images …”
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An Approach for Plant Leaf Image Segmentation Based on YOLOV8 and the Improved DEEPLABV3 von Yang, Tingting, Zhou, Suyin, Xu, Aijun, Ye, Junhua, Yin, Jianxin

“… In this paper, based on our previous publicly available leaf dataset, an approach that fuses YOLOv8 and improved DeepLabv3 …”
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Cotton Boll Growth Status Recognition Method under Complex Background Based on Semantic Segmentation von Lv, Qinkai, Wang, Haihui

“… under natural light, uses machine positions from different angles. We compare 4 classes of semantic segmentation models such as PSPnet, FCN, deeplabv3 …”
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Method of Building Detection in Optical Remote Sensing Images Based on SegFormer von Li, Meilin, Rui, Jie, Yang, Songkun, Liu, Zhi, Ren, Liqiu, Ma, Li, Li, Qing, Su, Xu, Zuo, Xibing

“… An appropriate detection network is required to extract building information in remote sensing images and to relieve the issue of poor detection effects …”
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