Road Extraction in Mountainous Regions from High-Resolution Images Based on DSDNet and Terrain Optimization

Semiautomatic Road Extraction Framework Based on Shape Features and LS-SVM from High-Resolution Images

(2020) Pramod Kumar Soni et al.   Journal of the Indian Society of Remote Sensing

Deep TEC: Deep Transfer Learning with Ensemble Classifier for Road Extraction from UAV Imagery

(2020) J. Senthilnath et al.   Remote Sensing

Deep Learning Approaches Applied to Remote Sensing Datasets for Road Extraction: A State-Of-The-Art Review

(2020) Abolfazl Abdollahi et al.   Remote Sensing

Exploring the Potential of Deep Learning Segmentation for Mountain Roads Generalisation

(2020) Azelle Courtial et al.   ISPRS International Journal of Geo-Information

Exploring multiscale object-based convolutional neural network (multi-OCNN) for remote sensing image classification at high spatial resolution

(2020) Vitor S. Martins et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

BT-RoadNet: A boundary and topologically-aware neural network for road extraction from high-resolution remote sensing imagery

(2020) Mingting Zhou et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Single image 3D object reconstruction based on deep learning: A review

(2020) Kui Fu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Road segmentation of cross-modal remote sensing images using deep segmentation network and transfer learning

(2019) Hao He et al.   Industrial Robot-The International Journal of Robotics Research and Application

Topology-Aware Road Network Extraction via Multi-Supervised Generative Adversarial Networks

(2019) Yang Zhang et al.   Remote Sensing

Aerial Image Road Extraction Based on an Improved Generative Adversarial Network

(2019) Xiangrong Zhang et al.   Remote Sensing

Road Detection and Centerline Extraction Via Deep Recurrent Convolutional Neural Network U-Net

(2019) Xiaofei Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Squeeze-and-Excitation Networks

(2019) Jie Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Road Segmentation in SAR Satellite Images With Deep Fully Convolutional Neural Networks

(2018) Corentin Henry et al.   IEEE Geoscience and Remote Sensing Letters

Transferred Deep Learning for Anomaly Detection in Hyperspectral Imagery

(2017) Wei Li et al.   IEEE Geoscience and Remote Sensing Letters

Deep Metric Learning for Visual Understanding: An Overview of Recent Advances

(2017) Jiwen Lu et al.   IEEE SIGNAL PROCESSING MAGAZINE

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Investigation of SVM and Level Set Interactive Methods for Road Extraction from Google Earth Images

(2017) Abolfazl Abdollahi et al.   Journal of the Indian Society of Remote Sensing

Transfer learning for activity recognition: a survey

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