Forest Segmentation with Spatial Pyramid Pooling Modules: A Surveillance System Based on Satellite Images

QR Code

Forest Segmentation with Spatial Pyramid Pooling Modules: A Surveillance System Based on Satellite Images

The global deforestation rate continues to worsen each year, and will eventually lead to various negative consequences for humans and the environment. It is essential to develop an effective forest monitoring system to detect any changes in forest areas, in particular, by monitoring the progress of...

Full description

Bibliographic Details
Published in:	Forests
Main Author:	Ru F.X.; Zulkifley M.A.; Abdani S.R.; Spraggon M.
Format:	Article
Language:	English
Published:	MDPI 2023
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85149016774&doi=10.3390%2ff14020405&partnerID=40&md5=1f69961866a41f4a0a03338040e0ae1f

Similar Items

DAASPP: Depth-Wise Asymmetric Atrous Spatial Pyramid Pooling for COVID-19 Lesion Segmentation
by: Raihanah Abdani S.; Zainal Ariffin S.M.Z.S.; Jamil N.; Ibrahim S.
Published: (2024)

DAASPP: Depth-wise Asymmetric Atrous Spatial Pyramid Pooling for COVID-19 Lesion Segmentation
by: Abdani, et al.
Published: (2024)

Attention-Based Semantic Segmentation Networks for Forest Applications
by: Lim S.V.; Zulkifley M.A.; Saleh A.; Saputro A.H.; Abdani S.R.
Published: (2023)

Automated Ground Truth Annotation for Forest and Non-Forest Classification in Satellite Remote Sensing Images
by: Jelas I.M.; Zulkifley M.A.; Abdullah M.
Published: (2023)

Attention-Based Semantic Segmentation Networks for Forest Applications
by: Lim, et al.
Published: (2023)

Deep Learning-based Model Benchmarking of Glaucoma Segmentation Using a Novel Ibn Al-Haitham Fundus Image Dataset
by: Zedan M.J.M.; Zulkifley M.A.; Saeed B.A.; Abdani S.R.
Published: (2024)

Deforestation detection using deep learning-based semantic segmentation techniques: a systematic review
by: Md Jelas I.; Zulkifley M.A.; Abdullah M.; Spraggon M.
Published: (2024)

Deforestation detection using deep learning-based semantic segmentation techniques: a systematic review
by: Jelas, et al.
Published: (2024)

Megacities’ environmental assessment for Iraq region using satellite image and geo-spatial tools
by: Tao H.; Hashim B.M.; Heddam S.; Goliatt L.; Tan M.L.; Sa’adi Z.; Ahmadianfar I.; Falah M.W.; Halder B.; Yaseen Z.M.
Published: (2023)

A Review of Deep Learning Techniques for Lung Cancer Screening and Diagnosis Based on CT Images
by: Thanoon M.A.; Zulkifley M.A.; Mohd Zainuri M.A.A.; Abdani S.R.
Published: (2023)

Automated Glaucoma Screening and Diagnosis Based on Retinal Fundus Images Using Deep Learning Approaches: A Comprehensive Review
by: Zedan M.J.M.; Zulkifley M.A.; Ibrahim A.A.; Moubark A.M.; Kamari N.A.M.; Abdani S.R.
Published: (2023)

Spatio-statistical optimization of image segmentation process for building footprint extraction using very high-resolution WorldView 3 satellite data
by: Norman M.; Mohd Shafri H.Z.; Idrees M.O.; Mansor S.; Yusuf B.
Published: (2020)

Assessment of pleiades satellite image for mangrove family classification
by: Anshah S.A.; Rosli S.N.; Omar H.; Talib N.; Saad N.M.; Ghazali M.D.
Published: (2021)

Exploring Spatial and Temporal based Clustering Algorithm for Forest Fire Event Identification
by: Syahputra M.E.; Jailani R.; Kemala A.P.; Fitrianah D.
Published: (2023)

THE SATELLITE DERIVATION OF DEPTH AND TOTAL SUSPENDED SOLIDS ASSESSMENT FOR ESTUARINE EROSION MONITORING WITHIN NARROW STRAIT USING SENTINEL-2A SATELLITE IMAGES
by: Syafiqah H.S.; Abd A.K.N.; Azman R.A.; Jamil T.; Akmal R.M.; Aizat K.S.; Amri M.F.
Published: (2023)

Dengue vector surveillance in major towns of Malaysia
by: Chen C.D.; Wan-Norafikah O.; Lau K.W.; Chin A.C.; Lee H.L.; Chew F.P.; Sofian-Azirun M.
Published: (2021)

Rubber tire dust-rice husk pyramidal microwave absorber
by: Malek F.; Cheng E.M.; Nadiah O.; Nornikman H.; Ahmed M.; Abd Aziz M.Z.A.; Osman A.R.; Soh P.J.; Azremi A.A.H.; Hasnain A.; Taib M.N.
Published: (2011)

Image segmentation of repetitive patterns: A review
by: Kamel K.; Jamil N.; Narawi A.; Gobil A.R.
Published: (2014)

Selective Segmentation Model for Vector-Valued Images
by: Ghani N.A.S.M.; Jumaat A.K.
Published: (2022)

The application of UAV images in flood detection using image segmentation techniques
by: Ibrahim N.S.; Osman M.K.; Mohamed S.B.; Abdullah S.H.Y.S.; Sharun S.M.
Published: (2021)

Land use and land cover change analysis using satellite images in Gua Musang, Kelantan
by: Rahman S.H.A.A.; Shukri M.A.H.M.; Latip A.S.A.; Latif Z.A.
Published: (2022)

Analysis of urban heat islands with landsat satellite images and GIS in Kuala Lumpur Metropolitan City
by: Kasniza Jumari N.A.S.; Ahmed A.N.; Huang Y.F.; Ng J.L.; Koo C.H.; Chong K.L.; Sherif M.; Elshafie A.
Published: (2023)

Eyeball segmentation and measurement in MRI images of myopic children
by: Rayan J.E.; Mokri S.S.; Low Y.C.; Mohd-Ali B.; Huddin A.B.; Mohamad-Shahimin M.; Arif N.; Abdul-Hamid H.; Mohidin N.
Published: (2022)

Genomic surveillance and sequencing of SARS-CoV-2 in Malaysia
by: Tajudin N.; Wang S.M.; Kumar D.C.; Mohamad M.; Nawi S.F.A.M.
Published: (2024)

Intruder Detection from Video Surveillance Using Deep Learning
by: Abu Mangshor N.N.; Sabri N.; Aminuddin R.; Rashid N.A.M.; Mohd Johari N.F.; Zaini Jemani M.A.
Published: (2024)

Image segmentation and feature extraction method for lung lesion detection in computed tomography images
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Setumin S.; Karim N.K.A.; Sahimi F.A.; Ani A.I.C.
Published: (2023)

The Optimal Performance of a Geopolymer Hollow Pyramidal Microwave Absorber with Triangular Slotted
by: Asmadi M.F.; Abdullah H.; Taib M.N.; Fazin M.I.; Ahmad A.; Kasim N.M.; Ismail N.A.; Jumidali M.M.
Published: (2023)

Selective Image Segmentation Models Using Three Distance Functions
by: Abdullah S.A.; Jumaat A.K.
Published: (2022)

Segmentation Technique for Nucleus Detection in Blood Images for Chronic Leukaemia
by: Daud N.H.M.; Raof R.A.A.; Osman M.K.; Harun N.H.
Published: (2021)

YOLO Algorithm with Hybrid Attention Feature Pyramid Network for Solder Joint Defect Detection
by: Li A.; Hamzah R.; Khatijah Nor Abdul Rahim S.; Gao Y.
Published: (2024)

An Improved Variational-Based Model for Denoising and Segmentation of Vector-Valued Images
by: Ismail N.; Jumaat A.K.; Zulkarnain N.F.A.
Published: (2024)

Research on Deep Learning-based Semantic Segmentation Algorithm for UAV Images
by: Yan Q.; Cheng G.
Published: (2023)

MRI brain tumor segmentation: A forthright image processing approach
by: Khalid N.E.A.; Ismail M.F.; Manaf M.A.A.B.; Fadzil A.F.A.; Ibrahim S.
Published: (2020)

Image Processing Based Forest Fire Detection using Infrared Camera
by: Ya'acob N.; Najib M.S.M.; Tajudin N.; Yusof A.L.; Kassim M.
Published: (2021)

Automated segmentation and detection of T1-weighted magnetic resonance imaging brain images of glioma brain tumor
by: Zaihani N.H.I.M.; Roslan R.; Ibrahim Z.; Samah K.A.F.A.
Published: (2020)

Absorption performance of biomass hollow pyramidal microwave absorber using multi-slot array technique
by: Fazin M.I.; Razali A.R.; Taib M.N.; Noor N.M.; Kasim L.M.; Kasim N.M.; Abdullah-Idris H.
Published: (2022)

The Molecular Approaches and Challenges of Streptococcus pneumoniae Serotyping for Epidemiological Surveillance in the Vaccine Era
by: Abdul Rahman N.A.; Mohd Desa M.N.; Masri S.N.; Taib N.M.; Sulaiman N.; Hazman H.; John J.
Published: (2023)

Video Surveillance System Usage in Preventing Crime: Preliminary findings from Malaysia
by: Sukor, et al.
Published: (2024)

Video Surveillance System Usage in Preventing Crime: Preliminary findings from Malaysia
by: Sukor, et al.
Published: (2024)

Variational Fuzzy Energy Active Contour Models for Image Segmentation: A Review
by: Saibin T.C.; Bin Jumaat A.K.; Yusoff M.
Published: (2023)