Convolutional neural network for smoke and fire semantic segmentation

Convolutional neural network for smoke and fire semantic segmentation

Abstract In recent decades, global warming has contributed to an increase in the number and intensity of wildfires destroying millions hectares of forest areas and causing many casualties each year. Firemen must therefore have the most effective means to prevent any wildfire from breaking out and to...

Full description

Bibliographic Details
Main Authors:	Sebastien Frizzi, Moez Bouchouicha, Jean‐Marc Ginoux, Eric Moreau, Mounir Sayadi
Format:	Article
Language:	English
Published:	Wiley 2021-02-01
Series:	IET Image Processing
Online Access:	https://doi.org/10.1049/ipr2.12046

Similar Items

Lumbar spine discs classification based on deep convolutional neural networks using axial view MRI
by: Wafa Mbarki, et al.
Published: (2020-12-01)

A Fast Segmentation Method for Fire Forest Images Based on Multiscale Transform and PCA
by: Lotfi Tlig, et al.
Published: (2020-11-01)

An Efficient Smoke Detection Algorithm Based on Deep Belief Network Classifier Using Energy and Intensity Features
by: Rabeb Kaabi, et al.
Published: (2020-08-01)

Herniated Lumbar Disc Generation and Classification Using Cycle Generative Adversarial Networks on Axial View MRI
by: Wafa Mbarki, et al.
Published: (2021-04-01)

Smoke and Fire Detection Base on Convolutional Neural Network
by: ELVIRA SUKMA WAHYUNI, et al.
Published: (2019-09-01)

Traffic Sign Semantic Segmentation Based on Convolutional Neural Network
by: MA Yu, ZHANG Liguo, DU Huimin, MAO Zhili
Published: (2021-06-01)

Semantic Segmentation : Using Convolutional Neural Networks and Sparse dictionaries
by: Andersson, Viktor
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)

Skin lesion segmentation method for dermoscopic images with convolutional neural networks and semantic segmentation
by: Dang N.H. Thanh, et al.
Published: (2021-02-01)

Skin lesion segmentation method for dermoscopic images with convolutional neural networks and semantic segmentation
by: H.H. Li, et al.
Published: (2021-02-01)

Semantic Segmentation of Eye Fundus Images Using Convolutional Neural Networks
by: Ričardas Toliušis, et al.
Published: (2019-10-01)

Semantic segmentation of satellite images of airports using convolutional neural networks
by: V.A. Gorbachev, et al.
Published: (2020-08-01)

Semantic Image Segmentation with Deep Convolutional Neural Networks and Quick Shift
by: Sanxing Zhang, et al.
Published: (2020-03-01)

SEMANTIC SEGMENTATION OF INDOOR POINT CLOUDS USING CONVOLUTIONAL NEURAL NETWORK
by: K. Babacan, et al.
Published: (2017-11-01)

SIS-CNN: Semantic Image Segmentation Using Convolutional Neural Networks
by: Muhammad Adeel Ahmed Tahir, et al.
Published: (2021-09-01)

Dense Convolutional Networks for Semantic Segmentation
by: Chaoyi Han, et al.
Published: (2019-01-01)

Learnable Gated Convolutional Neural Network for Semantic Segmentation in Remote-Sensing Images
by: Shichen Guo, et al.
Published: (2019-08-01)

SEMANTIC SEGMENTATION OF CONVOLUTIONAL NEURAL NETWORK FOR SUPERVISED CLASSIFICATION OF MULTISPECTRAL REMOTE SENSING
by: L. Xue, et al.
Published: (2018-04-01)

Weakly-Supervised Learning of a Deep Convolutional Neural Networks for Semantic Segmentation
by: Yanqing Feng, et al.
Published: (2019-01-01)

wUUNet: Advanced Fully Convolutional Neural Network for Multiclass Fire Segmentation
by: Vladimir Sergeevich Bochkov, et al.
Published: (2021-01-01)

Multi-loss Convolutional Networks for Semantic Segmentation
by: Lin, Che-Wei, et al.
Published: (2015)

Parallel Fully Convolutional Network for Semantic Segmentation
by: Jian Ji, et al.
Published: (2021-01-01)

Fully Convolutional Pyramidal Networks for Semantic Segmentation
by: Fengxiao Li, et al.
Published: (2020-01-01)

Semantic Segmentation of 3D Medical Images with 3D Convolutional Neural Networks
by: Alejandra Márquez Herrera, et al.
Published: (2020-04-01)

Convolutional Neural Networks-Based Object Detection Algorithm by Jointing Semantic Segmentation for Images
by: Baohua Qiang, et al.
Published: (2020-09-01)

Real-time 3D Semantic Segmentation of Timber Loads with Convolutional Neural Networks
by: Sällqvist, Jessica
Published: (2018)

Investigating Semantic Augmentation in Virtual Environments for Image Segmentation Using Convolutional Neural Networks
by: Joshua Ganter, et al.
Published: (2021-08-01)

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

Artificial Convolutional Neural Network in Object Detection and Semantic Segmentation for Medical Imaging Analysis
by: Ruixin Yang, et al.
Published: (2021-03-01)

Convolutional neural networks for brain tumour segmentation
by: Abhishta Bhandari, et al.
Published: (2020-06-01)

A CONVOLUTIONAL NETWORK FOR SEMANTIC FACADE SEGMENTATION AND INTERPRETATION
by: M. Schmitz, et al.
Published: (2016-06-01)

Parallel global convolutional network for semantic image segmentation
by: Xing Bai, et al.
Published: (2021-01-01)

Deep Semantic Segmentation and Multi-Class Skin Lesion Classification Based on Convolutional Neural Network
by: Muhammad Almas Anjum, et al.
Published: (2020-01-01)

Lightweight Convolutional Neural Networks with Model-Switching Architecture for Multi-Scenario Road Semantic Segmentation
by: Peng-Wei Lin, et al.
Published: (2021-08-01)

Semantic segmentation with a sparse convolutional neural network for event reconstruction in MicroBooNE
by: Conrad, Janet, et al.
Published: (2022)

Neuroscope: An Explainable AI Toolbox for Semantic Segmentation and Image Classification of Convolutional Neural Nets
by: Christian Schorr, et al.
Published: (2021-03-01)

Semantic Segmentation With Oblique Convolution for Object Detection
by: Yun Lin, et al.
Published: (2020-01-01)

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

RESIDUAL SHUFFLING CONVOLUTIONAL NEURAL NETWORKS FOR DEEP SEMANTIC IMAGE SEGMENTATION USING MULTI-MODAL DATA
by: K. Chen, et al.
Published: (2018-05-01)

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

Cannot write session to /tmp/vufind_sessions/sess_lfiu7ecvspnt3ispm11vuvd5b8