Coconut trees detection and segmentation in aerial imagery using mask region‐based convolution neural network

Coconut trees detection and segmentation in aerial imagery using mask region‐based convolution neural network

Abstract Food resources face severe damages under extraordinary situations of catastrophes such as earthquakes, cyclones, and tsunamis. Under such scenarios, speedy assessment of food resources from agricultural land is critical as it supports aid activity in the disaster‐hit areas. In this article,...

Full description

Bibliographic Details
Main Authors:	Muhammad Shakaib Iqbal, Hazrat Ali, Son N. Tran, Talha Iqbal
Format:	Article
Language:	English
Published:	Wiley 2021-09-01
Series:	IET Computer Vision
Online Access:	https://doi.org/10.1049/cvi2.12028

Similar Items

SEGMENT-AND-COUNT: VEHICLE COUNTING IN AERIAL IMAGERY USING ATROUS CONVOLUTIONAL NEURAL NETWORKS
by: S. Azimi, et al.
Published: (2018-09-01)

Identification of Citrus Trees from Unmanned Aerial Vehicle Imagery Using Convolutional Neural Networks
by: Ovidiu Csillik, et al.
Published: (2018-11-01)

SEMANTIC SEGMENTATION OF AERIAL IMAGERY VIA MULTI-SCALE SHUFFLING CONVOLUTIONAL NEURAL NETWORKS WITH DEEP SUPERVISION
by: K. Chen, et al.
Published: (2018-09-01)

SINGLE-IMAGE DEHAZING ON AERIAL IMAGERY USING CONVOLUTIONAL NEURAL NETWORKS
by: M. Madadikhaljan, et al.
Published: (2019-10-01)

Automatic Building Segmentation of Aerial Imagery Using Multi-Constraint Fully Convolutional Networks
by: Guangming Wu, et al.
Published: (2018-03-01)

Arbitrary-Oriented Vehicle Detection in Aerial Imagery with Single Convolutional Neural Networks
by: Tianyu Tang, et al.
Published: (2017-11-01)

High-Quality Cloud Masking of Landsat 8 Imagery Using Convolutional Neural Networks
by: M. Joseph Hughes, et al.
Published: (2019-11-01)

Multiple Pedestrians and Vehicles Tracking in Aerial Imagery Using a Convolutional Neural Network
by: Seyed Majid Azimi, et al.
Published: (2021-05-01)

Semantic Segmentation of Remote Sensing Image Based on Convolutional Neural Network and Mask Generation
by: Binglin Niu
Published: (2021-01-01)

UAVs in Disaster Management: Application of Integrated Aerial Imagery and Convolutional Neural Network for Flood Detection
by: Hafiz Suliman Munawar, et al.
Published: (2021-07-01)

Real-Time Ground Vehicle Detection in Aerial Infrared Imagery Based on Convolutional Neural Network
by: Xiaofei Liu, et al.
Published: (2018-05-01)

Meso-structure segmentation of concrete CT image based on mask and regional convolution neural network
by: Wei Tian, et al.
Published: (2021-10-01)

Tree-Stump Detection, Segmentation, Classification, and Measurement Using Unmanned Aerial Vehicle (UAV) Imagery
by: Stefano Puliti, et al.
Published: (2018-02-01)

Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks
by: Faizan Munawar, et al.
Published: (2020-01-01)

A Deep Convolutional Neural Network to Detect the Existence of Geospatial Elements in High-Resolution Aerial Imagery
by: Calimanut-Ionut Cira, et al.
Published: (2019-07-01)

Individual tree detection and localization in aerial imagery
by: Murgu, Dan
Published: (2009)

Individual tree detection and localization in aerial imagery
by: Murgu, Dan
Published: (2009)

Fully Convolutional Neural Network for Rapid Flood Segmentation in Synthetic Aperture Radar Imagery
by: Edoardo Nemni, et al.
Published: (2020-08-01)

Progressive Cascaded Convolutional Neural Networks for Single Tree Detection with Google Earth Imagery
by: Tianyang Dong, et al.
Published: (2019-07-01)

Semantic Segmentation Multi Scale Recurrent Convolutional Neural Network Based On Object Mask and Boundary Guided
by: Kuan-Chung Wang, et al.
Published: (2017)

Combining Deep Semantic Segmentation Network and Graph Convolutional Neural Network for Semantic Segmentation of Remote Sensing Imagery
by: Song Ouyang, et al.
Published: (2021-12-01)

Convolutional Neural Network for Satellite Imagery
by: Vladimir Khryashchev, et al.
Published: (2018-05-01)

Identifying Soil Erosion Processes in Alpine Grasslands on Aerial Imagery with a U-Net Convolutional Neural Network
by: Maxim Samarin, et al.
Published: (2020-12-01)

Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks
by: Somayeh Nezami, et al.
Published: (2020-03-01)

DETECTION OF SINGLE STANDING DEAD TREES FROM AERIAL COLOR INFRARED IMAGERY BY SEGMENTATION WITH SHAPE AND INTENSITY PRIORS
by: P. Polewski, et al.
Published: (2015-03-01)

AUTOMATIC OBJECT EXTRACTION FROM HIGH RESOLUTION AERIAL IMAGERY WITH SIMPLE LINEAR ITERATIVE CLUSTERING AND CONVOLUTIONAL NEURAL NETWORKS
by: A. C. Carrilho, et al.
Published: (2019-09-01)

KNOWLEDGE BASED 3D BUILDING MODEL RECOGNITION USING CONVOLUTIONAL NEURAL NETWORKS FROM LIDAR AND AERIAL IMAGERIES
by: F. Alidoost, et al.
Published: (2016-06-01)

Volumetric Segmentation of Brain Regions From MRI Scans Using 3D Convolutional Neural Networks
by: Farheen Ramzan, et al.
Published: (2020-01-01)

A real-time semantic segmentation algorithm for aerial imagery
by: Yury Blokhinov, et al.
Published: (2018-02-01)

BOOTSTRAPPED CNNS FOR BUILDING SEGMENTATION ON RGB-D AERIAL IMAGERY
by: C. Sebastian, et al.
Published: (2018-09-01)

Evaluation of the Potential of Convolutional Neural Networks and Random Forests for Multi-Class Segmentation of Sentinel-2 Imagery
by: Vasileios Syrris, et al.
Published: (2019-04-01)

Implementation of the Convolutional Neural Network Method to Detect the Use of Masks
by: Arbiati Faizah, et al.
Published: (2021-03-01)

Modeling of Convolutional Neural Network Architecture for Recognizing The Pandava Mask
by: Andi Sanjaya, et al.
Published: (2020-07-01)

Object Mask and Boundary Guided Recurrent Convolution Neural Network
by: Jyun-Hong Li, et al.
Published: (2016)

SEGMENTATION OF SINGLE STANDING DEAD TREES IN HIGH-RESOLUTION AERIAL IMAGERY WITH GENERATIVE ADVERSARIAL NETWORK-BASED SHAPE PRIORS
by: P. Polewski, et al.
Published: (2020-08-01)

Deep Convolutional Neural Networks for Automated Characterization of Arctic Ice-Wedge Polygons in Very High Spatial Resolution Aerial Imagery
by: Weixing Zhang, et al.
Published: (2018-09-01)

CAxCNN: Towards the Use of Canonic Sign Digit Based Approximation for Hardware-Friendly Convolutional Neural Networks
by: Mohsin Riaz, et al.
Published: (2020-01-01)

A fully convolutional network for weed mapping of unmanned aerial vehicle (UAV) imagery.
by: Huasheng Huang, et al.
Published: (2018-01-01)

Fusion Convolutional Neural Network for Cross-Subject EEG Motor Imagery Classification
by: Karel Roots, et al.
Published: (2020-09-01)

Integrating Convolutional Neural Network and Multiresolution Segmentation for Land Cover and Land Use Mapping Using Satellite Imagery
by: Saziye Ozge Atik, et al.
Published: (2021-06-01)