Decision Fusion of Deep Learning and Shallow Learning for Marine Oil Spill Detection

Optimal feature selection based speech emotion recognition using two‐stream deep convolutional neural network

(2021) Mustaqeem et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

A novel nonlinear hyperspectral unmixing approach for images of oil spills at sea

(2020) Ying Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Accurate extraction of offshore raft aquaculture areas based on a 3D-CNN model

(2020) Zongchen Jiang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Characterization analysis and identification of common marine oil spill types using hyperspectral remote sensing

(2020) Junfang Yang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Optical interpretation of oil emulsions in the ocean – Part II: Applications to multi-band coarse-resolution imagery

(2020) Yingcheng Lu et al.   REMOTE SENSING OF ENVIRONMENT

Advances in Remote Sensing Technology, Machine Learning and Deep Learning for Marine Oil Spill Detection, Prediction and Vulnerability Assessment

(2020) Shamsudeen Temitope Yekeen et al.   Remote Sensing

Inversion of the Thickness of Crude Oil Film Based on an OG-CNN Model

(2020) Zongchen Jiang et al.   Journal of Marine Science and Engineering

Oil Film Classification Using Deep Learning-Based Hyperspectral Remote Sensing Technology

(2019) Xueyuan Zhu et al.   ISPRS International Journal of Geo-Information

Hyperspectral Coastal Wetland Classification Based on a Multiobject Convolutional Neural Network Model and Decision Fusion

(2019) Yabin Hu et al.   IEEE Geoscience and Remote Sensing Letters

Oil Spill Hyperspectral Remote Sensing Detection Based on DCNN with Multi-Scale Features

(2019) Jun-Fang Yang et al.   JOURNAL OF COASTAL RESEARCH

Optical interpretation of oil emulsions in the ocean – Part I: Laboratory measurements and proof-of-concept with AVIRIS observations

(2019) Yingcheng Lu et al.   REMOTE SENSING OF ENVIRONMENT

VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images

(2018) Ce Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Unique oil spill in East China Sea frustrates scientists

(2018) Cally Carswell   NATURE

Comparing the Potential of Multispectral and Hyperspectral Data for Monitoring Oil Spill Impact

(2018) Shruti Khanna et al.   SENSORS

Evaluation of the Ability of Spectral Indices of Hydrocarbons and Seawater for Identifying Oil Slicks Utilizing Hyperspectral Images

(2018) Dong Zhao et al.   Remote Sensing

A fusion approach to classify hyperspectral oil spill data

(2018) Jacintha Menezes et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A New Endmember Preprocessing Method for the Hyperspectral Unmixing of Imagery Containing Marine Oil Spills

(2017) Can Cui et al.   ISPRS International Journal of Geo-Information

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

(2016) Yushi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Learning Based Feature Selection for Remote Sensing Scene Classification

(2015) Qin Zou et al.   IEEE Geoscience and Remote Sensing Letters

Spectral–spatial classification of hyperspectral images using deep convolutional neural networks

(2015) Jun Yue et al.   Remote Sensing Letters

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors

Review of oil spill remote sensing

(2014) Merv Fingas et al.   MARINE POLLUTION BULLETIN

Decision Fusion in Kernel-Induced Spaces for Hyperspectral Image Classification

(2013) Wei Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Progress in Marine Oil Spill Optical Remote Sensing: Detected Targets, Spectral Response Characteristics, and Theories

(2013) Yingcheng Lu et al.   MARINE GEODESY

Determining oil slick thickness using hyperspectral remote sensing in the Bohai Sea of China

(2012) Yingcheng Lu et al.   International Journal of Digital Earth

State of the art satellite and airborne marine oil spill remote sensing: Application to the BP Deepwater Horizon oil spill

(2012) Ira Leifer et al.   REMOTE SENSING OF ENVIRONMENT

Acoustic Modeling Using Deep Belief Networks

(2011) Abdel-rahman Mohamed et al.   IEEE Transactions on Audio Speech and Language Processing

Decision-Level Fusion of Spectral Reflectance and Derivative Information for Robust Hyperspectral Land Cover Classification

(2010) Hemanth Reddy Kalluri et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest

(2009) G. Licciardi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Assessing the effect of hydrocarbon oil type and thickness on a remote sensing signal: A sensitivity study based on the optical properties of two different oil types and the HYMAP and Quickbird sensors

(2009) Magnus Wettle et al.   REMOTE SENSING OF ENVIRONMENT

Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem

(2008) Mingmin Chi et al.   ADVANCES IN SPACE RESEARCH

Comparing Statistical and Neural Network Methods Applied to Very High Resolution Satellite Images Showing Changes in Man-Made Structures at Rocky Flats

(2008) M. Chini et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING