Panu Srestasathiern

National Science and Technology Development Agency — Thailand

Environmental Science · Physical Sciences

12h-index664citations43works7.02yr avg
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Research Topics

Remote Sensing and LiDAR Applications(13), Remote Sensing in Agriculture(9), Remote-Sensing Image Classification(9), Advanced Image and Video Retrieval Techniques(8), Robotics and Sensor-Based Localization(6)

Publications43 total

Enhancing risk communication and environmental crisis management through satellite imagery and AI for air quality index estimation
MethodsX·2024· 7 citedOpen Access
A Performance Comparison between GIS-based and Neuron Network Methods for Flood Susceptibility Assessment in Ayutthaya Province
Trends in Sciences·2022· 7 citedOpen Access
Transformer-Based Decoder Designs for Semantic Segmentation on Remotely Sensed Images
Remote Sensing·2021· 72 citedOpen Access
Air Quality Assessment Based on Landsat 8 Images Using Supervised Machine Learning Techniques
2020· 2 cited
Semantic Labeling in Remote Sensing Corpora Using Feature Fusion-Based Enhanced Global Convolutional Network with High-Resolution Representations and Depthwise Atrous Convolution
Remote Sensing·2020· 12 citedOpen Access
Combining Attentional CNN and GRU Networks for Ocean Current Prediction based on HF Radar Observations
2019· 11 cited
Spatio-Temporal Deep Learning for Ocean Current Prediction Based on HF Radar Data
2019· 27 cited
Semantic Segmentation on Remotely Sensed Images Using an Enhanced Global Convolutional Network with Channel Attention and Domain Specific Transfer Learning
Remote Sensing·2019· 90 citedOpen Access
Semantic Segmentation on Remotely Sensed Images Using an Enhanced Global Convolutional Network with Channel Attention and Domain Specific Transfer Learning
Preprints.org·2019· 34 citedOpen Access
Semantic Segmentation on Remotely-Sensed Images Using Enhanced Global Convolutional Network with Channel Attention and Domain Specific Transfer Learning
Preprints.org·2018· 6 citedOpen Access
Semantic Segmentation on Remotely-Sensed Images Using Enhanced Global Convolutional Network with Channel Attention and Domain Specific Transfer Learning
Preprints.org·2018· 1 citedOpen Access
Utilizing Twitter Data for Early Flood Warning in Thailand
2018· 4 cited
Estimating above ground biomass for eucalyptus plantation using data from unmanned aerial vehicle imagery
2018· 7 cited
Semantic Segmentation On Medium-Resolution Satellite Images Using Deep Convolutional Networks With Remote Sensing Derived Indices
2018· 16 cited
Object-based land cover classification based on fusion of multifrequency SAR data and THAICHOTE optical imagery
2017· 1 cited
Registration of Images To Lidar and GIS Data Without Establishing Explicit Correspondences
Photogrammetric Engineering & Remote Sensing·2017· 7 citedOpen Access
Road Segmentation of Remotely-Sensed Images Using Deep Convolutional Neural Networks with Landscape Metrics and Conditional Random Fields
Remote Sensing·2017· 102 citedOpen Access
Road Segmentation on Remotely-Sensed Images Using Deep Convolutional Neural Networks with Landscape Metrics and Conditional Random Fields
Preprints.org·2017· 8 citedOpen Access
Road Segmentation on Remotely-Sensed Images Using Deep Convolutional Neural Networks with Landscape Metrics and Conditional Random Fields
Preprints.org·2017· 38 citedOpen Access
Road Segmentation on Remotely-Sensed Images Using Deep Convolutional Neural Networks with Landscape Metrics and Conditional Random Fields
Preprints.org·2017· 11 citedOpen Access
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Frequent Co-authors

Siam Lawawirojwong(20), Kulsawasd Jitkajornwanich(17), Peerapon Vateekul(14), Teerapong Panboonyuen(12), Preesan Rakwatin(7), Narut Soontranon(6), Rata Suwantong(6), Alper Yılmaz(4), Nathachai Thongniran(2), Panwadee Tangpattanakul(2), Pakapoj Tulsuk(2), Miti Ruchanurucks(2), Teera Phatrapornnant(2), Nattadet Vijaranakul(2), Saichon Jaiyen(2), Chalermchon Satirapod(2), Chaiyaporn Kitpracha(2), Pattrawuth Phuthong(2), Sirinthra Chantharaj(1), Kissada Pornratthanapong(1)