Comparative Analysis of Pixel-Based and Object-Based Classification of High Resolution Remote Sensing Images – A Review

International Journal of Engineering Trends and Technology ◽

10.14445/22315381/ijett-v38p202 ◽

2016 ◽

Vol 38 (1) ◽

pp. 5-11 ◽

Author(s):

Nikita Aggarwal ◽

◽

Mohit srivastava ◽

Maitreyee Dutta

Keyword(s):

Remote Sensing ◽

Comparative Analysis ◽

High Resolution ◽

Remote Sensing Images ◽

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Comparative Analysis of Object-Based and Pixel-Based Classification of High-Resolution Remote Sensing Images for Mapping Coral Reef Geomorphic Zones

Proceedings of the 1st Borobudur International Symposium on Humanities, Economics and Social Sciences (BIS-HESS 2019) ◽

10.2991/assehr.k.200529.208 ◽

2020 ◽

Author(s):

Muhammad Lutfi Mahasinul Akhlaq ◽

Gatot Winarso

Keyword(s):

Remote Sensing ◽

Comparative Analysis ◽

High Resolution ◽

Remote Sensing Images ◽

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Object-Based Spatial Feature for Classification of Very High Resolution Remote Sensing Images

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2013.2262132 ◽

2013 ◽

Vol 10 (6) ◽

pp. 1572-1576 ◽

Author(s):

Penglin Zhang ◽

Zhiyong Lv ◽

Wenzhong Shi

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Remote Sensing Images ◽

Spatial Feature ◽

Object Based ◽

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Object-based feature extraction and semi-supervised classification for urban change detection using high-resolution remote sensing images

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7326108 ◽

2015 ◽

Author(s):

Bin Hou ◽

Qingjie Liu ◽

Yunhong Wang

Keyword(s):

Remote Sensing ◽

Feature Extraction ◽

High Resolution ◽

Change Detection ◽

Supervised Classification ◽

Urban Change ◽

Remote Sensing Images ◽

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Incorporating DeepLabv3+ and object-based image analysis for semantic segmentation of very high resolution remote sensing images

International Journal of Digital Earth ◽

10.1080/17538947.2020.1831087 ◽

2020 ◽

pp. 1-22

Author(s):

Shouji Du ◽

Shihong Du ◽

Bo Liu ◽

Xiuyuan Zhang

Keyword(s):

Remote Sensing ◽

Image Analysis ◽

High Resolution ◽

Semantic Segmentation ◽

Remote Sensing Images ◽

Object Based Image Analysis ◽

Object Based ◽

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Calculation of the optimal segmentation scale in object-based multiresolution segmentation based on the scene complexity of high-resolution remote sensing images

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.12.025006 ◽

2018 ◽

Vol 12 (02) ◽

pp. 1 ◽

Author(s):

Tianjing Feng ◽

Hairong Ma ◽

Xinwen Cheng ◽

Hongping Zhang

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Remote Sensing Images ◽

Object Based ◽

Optimal Segmentation ◽

Multiresolution Segmentation

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Fusion of shallow and deep features for classification of high-resolution remote sensing images

MIPPR 2017: Multispectral Image Acquisition, Processing, and Analysis ◽

10.1117/12.2284777 ◽

2018 ◽

Author(s):

Lang Gao ◽

Xiao Sun ◽

Hang Li ◽

Tian Tian

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Remote Sensing Images

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Unsupervised classification of high-resolution remote-sensing images under edge constraints

MIPPR 2017: Pattern Recognition and Computer Vision ◽

10.1117/12.2285777 ◽

2018 ◽

Author(s):

Wenying Ge ◽

Guoying Liu

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Unsupervised Classification ◽

Remote Sensing Images

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A multi-level context-guided classification method with object-based convolutional neural network for land cover classification using very high resolution remote sensing images

International Journal of Applied Earth Observation and Geoinformation ◽

10.1016/j.jag.2020.102086 ◽

2020 ◽

Vol 88 ◽

pp. 102086 ◽

Author(s):

Chenxiao Zhang ◽

Peng Yue ◽

Deodato Tapete ◽

Boyi Shangguan ◽

Mi Wang ◽

...

Keyword(s):

Neural Network ◽

Remote Sensing ◽

High Resolution ◽

Convolutional Neural Network ◽

Land Cover Classification ◽

Remote Sensing Images ◽

Object Based ◽

Multi Level ◽

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Histogram based attribute profiles for classification of very high resolution remote sensing images

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7326291 ◽

2015 ◽

Author(s):

Begum Demir ◽

Lorenzo Bruzzone

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Remote Sensing Images ◽

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Classification of Objects from High Resolution Remote Sensing Images using eCognition

International Journal of Engineering Trends and Technology ◽

10.14445/22315381/ijett-v38p203 ◽

2016 ◽

Vol 38 (1) ◽

pp. 12-15

Author(s):

Nikita Aggarwal ◽

◽

Mohit srivastava ◽

Maitreyee Dutta

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Remote Sensing Images

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