A Deep Learning Model for Automatic Plastic Mapping Using Unmanned Aerial Vehicle (UAV) Data

Review and Evaluation of Deep Learning Architectures for Efficient Land Cover Mapping with UAS Hyper-Spatial Imagery: A Case Study Over a Wetland

(2020) Mohammad Pashaei et al.   Remote Sensing

A Multi-Scale Water Extraction Convolutional Neural Network (MWEN) Method for GaoFen-1 Remote Sensing Images

(2020) Hongxiang Guo et al.   ISPRS International Journal of Geo-Information

A Patch-Based Light Convolutional Neural Network for Land-Cover Mapping Using Landsat-8 Images

(2019) Hunsoo Song et al.   Remote Sensing

Application of Deep-Learning Methods to Bird Detection Using Unmanned Aerial Vehicle Imagery

(2019) Suk-Ju Hong et al.   SENSORS

Detection of floating plastics from satellite and unmanned aerial systems (Plastic Litter Project 2018)

(2019) Konstantinos Topouzelis et al.   International Journal of Applied Earth Observation and Geoinformation

A deep learning algorithm for one-step contour aware nuclei segmentation of histopathology images

(2019) Yuxin Cui et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Semantic Segmentation of Urban Buildings from VHR Remote Sensing Imagery Using a Deep Convolutional Neural Network

(2019) Yaning Yi et al.   Remote Sensing

Use of Unmanned Aerial Vehicle Imagery and Deep Learning UNet to Extract Rice Lodging

(2019) Zhao et al.   SENSORS

Riverine Plastic Litter Monitoring Using Unmanned Aerial Vehicles (UAVs)

(2019) Marlein Geraeds et al.   Remote Sensing

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

(2019) Zongwei Zhou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Use of unmanned aerial vehicles for efficient beach litter monitoring

(2018) Cecilia Martin et al.   MARINE POLLUTION BULLETIN

Concept for a hyperspectral remote sensing algorithm for floating marine macro plastics

(2018) Lonneke Goddijn-Murphy et al.   MARINE POLLUTION BULLETIN

Mapping coastal marine debris using aerial imagery and spatial analysis

(2018) Kirsten Moy et al.   MARINE POLLUTION BULLETIN

Building Extraction in Very High Resolution Remote Sensing Imagery Using Deep Learning and Guided Filters

(2018) Yongyang Xu et al.   Remote Sensing

A Deep Learning Approach on Building Detection from Unmanned Aerial Vehicle-Based Images in Riverbank Monitoring

(2018) Wuttichai Boonpook et al.   SENSORS

A Convolutional Neural Network for Detecting Sea Turtles in Drone Imagery

(2018) Patrick C. Gray et al.   Methods in Ecology and Evolution

Dense Semantic Labeling with Atrous Spatial Pyramid Pooling and Decoder for High-Resolution Remote Sensing Imagery

(2018) Yuhao Wang et al.   Remote Sensing

Export of Plastic Debris by Rivers into the Sea

(2017) Christian Schmidt et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

River plastic emissions to the world’s oceans

(2017) Laurent C. M. Lebreton et al.   Nature Communications

Estimating quantities and sources of marine debris at a continental scale

(2016) Britta Denise Hardesty et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks

(2016) Martin Längkvist et al.   Remote Sensing

The effect of particle properties on the depth profile of buoyant plastics in the ocean

(2016) Merel Kooi et al.   Scientific Reports

Plastic waste inputs from land into the ocean

(2015) J. R. Jambeck et al.   SCIENCE

Improving the Accuracy of the Water Surface Cover Type in the 30 m FROM-GLC Product

(2015) Luyan Ji et al.   Remote Sensing

Plastic Pollution in the World's Oceans: More than 5 Trillion Plastic Pieces Weighing over 250,000 Tons Afloat at Sea

(2014) Marcus Eriksen et al.   PLoS One

Sun Glint Correction of High and Low Spatial Resolution Images of Aquatic Scenes: a Review of Methods for Visible and Near-Infrared Wavelengths

(2009) Susan Kay et al.   Remote Sensing