Applying Fully Convolutional Architectures for Semantic Segmentation of a Single Tree Species in Urban Environment on High Resolution UAV Optical Imagery

Fully Convolutional DenseNet with Multiscale Context for Automated Breast Tumor Segmentation

(2019) Jinjin Hai et al.   Journal of Healthcare Engineering

Rapid and robust two-dimensional phase unwrapping via deep learning

(2019) Teng Zhang et al.   OPTICS EXPRESS

Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks

(2019) Ben G. Weinstein et al.   Remote Sensing

Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs

(2019) Anderson Aparecido dos Santos et al.   SENSORS

A Tree Species Mapping Method from UAV Images over Urban Area Using Similarity in Tree-Crown Object Histograms

(2019) Xiaoxue Feng et al.   Remote Sensing

Convolutional Neural Networks enable efficient, accurate and fine-grained segmentation of plant species and communities from high-resolution UAV imagery

(2019) Teja Kattenborn et al.   Scientific Reports

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep learning for remote sensing image classification: A survey

(2018) Ying Li et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

A Review: Individual Tree Species Classification Using Integrated Airborne LiDAR and Optical Imagery with a Focus on the Urban Environment

(2018) Kepu Wang et al.   Forests

Semantic labeling in very high resolution images via a self-cascaded convolutional neural network

(2017) Yongcheng Liu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery

(2017) Yu Liu et al.   Remote Sensing

Identifying species from the air: UAVs and the very high resolution challenge for plant conservation

(2017) Susana Baena et al.   PLoS One

A survey on object detection in optical remote sensing images

(2016) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Review of studies on tree species classification from remotely sensed data

(2016) Fabian Ewald Fassnacht et al.   REMOTE SENSING OF ENVIRONMENT

Deep Learning Based Oil Palm Tree Detection and Counting for High-Resolution Remote Sensing Images

(2016) Weijia Li et al.   Remote Sensing

Trends in Automatic Individual Tree Crown Detection and Delineation—Evolution of LiDAR Data

(2016) Zhen Zhen et al.   Remote Sensing

Dawn of Drone Ecology: Low-Cost Autonomous Aerial Vehicles for Conservation

(2016) Lian Pin Koh et al.   Tropical Conservation Science

Urban tree species mapping using hyperspectral and lidar data fusion

(2014) Michael Alonzo et al.   REMOTE SENSING OF ENVIRONMENT

UAV Flight Experiments Applied to the Remote Sensing of Vegetated Areas

(2014) Esther Salamí et al.   Remote Sensing

Lightweight unmanned aerial vehicles will revolutionize spatial ecology

(2013) Karen Anderson et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture

(2013) Eija Honkavaara et al.   Remote Sensing

The application of small unmanned aerial systems for precision agriculture: a review

(2012) Chunhua Zhang et al.   PRECISION AGRICULTURE