Výsledky vyhledávání - DeeplabV3+ AND PSPNet algorithm

Comparison of RFE-DL and stacking ensemble learning algorithms for classifying mangrove species on UAV multispectral images Autor 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…”
Získat plný text

Application of Three Deep Learning Schemes Into Oceanic Eddy Detection Autor 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…”
Získat plný text

A New Clustering Algorithm Toward Building Segmentation From Aerial Images by Utilizing RGB‐Component Differences Autor 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…”
Získat plný text

Crack Unet: Crack Recognition Algorithm Based on Three-Dimensional Ground Penetrating Radar Images Autor 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…”
Získat plný text

Fine Tuning Large Models for Straw Detection in Harvested Fields Under Few-Shot Learning Scenarios Autor 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…”
Získat plný text

Research on Propeller Blades Sanding Degree Recognition Algorithm Based on Improved DeepLabV3+ Network Autor 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…”
Získat plný text

Online sorting of surface defective walnuts based on deep learning Autor 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…”
Získat plný text

A new method for evaluating the uniformity of steel slag distribution in steel slag asphalt mixture based on deep learning Autor 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…”
Získat plný text

Method of Building Detection in Optical Remote Sensing Images Based on SegFormer Autor 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…”
Získat plný text

Real-Time Detection and Segmentation of Oceanic Whitecaps via EMA-SE-ResUNet Autor Chen, Wenxuan, Wei, Yongliang, Chen, Xiangyi

“…Oceanic whitecaps are caused by wave breaking and are very important in air–sea interactions. Usually, whitecap coverage is considered a key factor in…”
Získat plný text

Cotton Boll Growth Status Recognition Method under Complex Background Based on Semantic Segmentation Autor 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…”
Získat plný text

AC-UNet: an improved UNet-based method for stem and leaf segmentation in Betula luminifera Autor 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…”
Získat plný text

Research on the segmentation of individual trees and the extraction of structural parameters in eucalyptus plantations based on a TEMA mask R-CNN model Autor Huang, Runlian, Ding, Jirong, Ren, Zhaotong, Li, Yuecan, Lai, Xin, Chen, Jianjun, You, Haotian

Získat plný text

OccGAN: Semantic image augmentation for driving scenes Autor Wang, Yidong, Mo, Lisha, Ma, Huimin, Yuan, Jian

“…•The Authenticity Module ensures the plausibility by a generative adversarial network.•Our Method improves the performance of several SOTA algorithms…”
Získat plný text

Deep learning-based segmentation of epithelial ovarian cancer on T2-weighted magnetic resonance images Autor Hu, Dingdu, Jian, Junming, Li, Yongai, Gao, Xin

“…) (U-Net, DeepLabv3, U-Net++ and PSPNet) and transformers (TransUnet and Swin-Unet), were used to conduct automatic segmentations…”
Zjistit podrobnosti o přístupu

How Images Defects in Street Scenes Affect the Performance of Semantic Segmentation Algorithms Autor 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…”
Získat plný text

Apple Yield Estimation Method Based on CBAM-ECA-Deeplabv3+ Image Segmentation and Multi-Source Feature Fusion Autor 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…”
Získat plný text

Segmentation of void defects in X-ray images of chip solder joints based on PCB-DeepLabV3 algorithm Autor 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…”
Získat plný text

Extracting Citrus in Southern China (Guangxi Region) Based on the Improved DeepLabV3+ Network Autor 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…”
Získat plný text

Deep learning-based semantic segmentation with novel navigation line extraction for autonomous agricultural robots Autor Nkwocha, Chijioke Leonard, Wang, Ning

“… In this study, three deep learning-based semantic segmentation models, ENet, Deeplabv3+, and PSPNet, were trained on corn crop row images to extract the traversable path of the robot…”
Získat plný text