🔔 New article:
Ding & Wang propose a road extraction algorithm based on a Dual-Encoder-Decoder #UNet (DEDU-Net) and Global Fusion Model (GFM).
🔗 doi.org/10.1080/01431161.202…
#IJRS #RemoteSensing #RoadExtraction #mapping
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3
243
24 Jan 2024
#MostDownloaded
📢Seg-Road: A Segmentation Network for #RoadExtraction Based on Transformer and #CNN with Connectivity Structures by Jingjing Tao, Zhe Chen, Zhongchang Sun, Huadong Guo, Bo Leng, Zhengbo Yu, Yanli Wang, Ziqiong He et al
mdpi.com/2072-4292/15/6/1602…
#urban
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441
2 Jan 2024
يعرض الفيديو المرفق الخطوات العملية لكيفية استخراج طبقة الشوارع من #المرئيات_الفضائية، وذلك باستخدام نموذج التعلم العميق (#RoadExtraction).
رابط الفيديو بالكامل: youtu.be/BDnUXr-UB88?si=biCk…
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4,031
🔔 New article:
Li et al. propose #ConSwin, which combines convolutional #NeuralNetworks (#CNN) and #Transformer networks for the improved extraction of road networks from very high resolution imagery.
🔗 doi.org/10.1080/01431161.202…
#IJRS #RemoteSensing #GIS #RoadExtraction
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9
1,191
12 Oct 2021
Happy to share that our paper titled "AirCamRTM: Enhancing #VehicleDetection for #Efficient #Aerial #Camera-based #Road #Traffic #Monitoring" has been accepted at #WACV2022. More details to follow.
#YOLO #detection #Segmentation #roadextraction #computervision #deeplearning
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26 Jul 2021
New research online.
Automatic #RoadExtraction from #HistoricalMaps Using #DeepLearning Techniques: A Regional Case Study of Turkey in a German #WorldWarII Map
21 Jul 2021
Our article is online!
Automatic Road Extraction from Historical Maps Using Deep Learning Techniques: A Regional Case Study of Turkey in a German World War II Map mdpi.com/1196388 # @MDPIOpenAccess aracılığıyla
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17 Sep 2020
#DeepLearning Approaches Applied to #RemoteSensing Datasets for #RoadExtraction: A State-Of-The-Art #Review
by Abolfazl Abdollahi, Biswajeet Pradhan, Nagesh Shukla 1, Subrata Chakraborty and Abdullah Alamri
👉mdpi.com/2072-4292/12/9/1444…
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8
22 Apr 2020
#RSHighlyCitedPaper
JointNet: A Common #NeuralNetwork for Road and Building Extraction
By Zhengxin Zhang and Yunhong Wang.
👉mdpi.com/2072-4292/11/6/696/…
#remotesensing
#roadextraction
#buildingextraction
#semanticsegmentation
#CNN
#machinelearning
2
30 Mar 2020
#RSHighlyCitedPaper
#RoadExtraction by Using Atrous Spatial Pyramid Pooling Integrated #Encoder-#Decoder Network and #StructuralSimilarity Loss
By Hao He, Dongfang Yang, et al.
👉mdpi.com/2072-4292/11/9/1015…
#remotesensing
#deeplearning
#semanticsegmentation
#urbanplanning
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7
17 Dec 2019
Generative #Street Addresses from #Satellite Imagery
by İlke Demir, Forest Hughes, Aman Raj, Kaunil Dhruv, Suryanarayana Murthy Muddala, Sanyam Garg, Barrett Doo and Ramesh Raskar
👉mdpi.com/2220-9964/7/3/84
#RoadExtraction
#MachineLearning
#SupervisedLearning
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#TopoDOT unique #roadextraction #tool extracts accurate surface #topography w/out data cleanup #noclassification ow.ly/knjt30droCZ
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