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Classification of Aircraft in Remote Sensing Images Based on Deep Convolutional Neural Networks

Youssef BEN YOUSSEF, Mohamed Merrouchi, Elhassane Abdelmounim, Taoufiq Gadi
<span title="2022-02-08">2022</span> <i title="International Academic Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zh64mt6o3jauhlhx2og4r37yoy" style="color: black;">Statistics, Optimization and Information Computing</a> </i> &nbsp;
In this work, we improve the performance of multi-label classifification based on CNN for remote sensing images of aircraft types.  ...  To validate our method the recent public image dataset called Multi-Type Aircraft Remote Sensing Images (MTARSI) is used.  ...  Recognition of the aircraft from remote sensing images focuses on deciding whether an object is an aircraft or not based on reinforcement learning and convolutional neural networks [17] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.19139/soic-2310-5070-1143">doi:10.19139/soic-2310-5070-1143</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aanl4xkuunhjtbvnplv2l4df3e">fatcat:aanl4xkuunhjtbvnplv2l4df3e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220426204338/http://www.iapress.org/index.php/soic/article/download/1143/923" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/09/10/0910c60431a561e31973920c2124f1fe4217c57c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.19139/soic-2310-5070-1143"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Front Matter: Volume 11430

Zhenbing Liu, Jayaram K. Udupa, Nong Sang, Yuehuan Wang
<span title="2020-02-14">2020</span> <i title="SPIE"> MIPPR 2019: Pattern Recognition and Computer Vision </i> &nbsp;
. § The last two digits indicate publication order within the volume using a Base 36 numbering system employing both numerals and letters. These two-number sets start with 00, 01, 02, 03, 04,  ...  on deep learning from high spatial resolution remote sensing imagery 11430 0C G-CNN type recognition of typical aircraft based on target characteristics 11430 0D Semantic segmentation network combined  ...  fusion for multimodality image via domain transfer and nonrigid transformation [11430-93] 11430 1U A new aircraft classification algorithm based on sum pooling feature with remote sensing image [  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/12.2565844">doi:10.1117/12.2565844</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kapfwn4xajdt3jzin3mks33oam">fatcat:kapfwn4xajdt3jzin3mks33oam</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716092653/https://www.spiedigitallibrary.org/conference-proceedings-of-spie/11430/1143001/Front-Matter-Volume-11430/10.1117/12.2565844.pdf?SSO=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/73/d9/73d92ebce539913c5dc15f7fd0bd9fad883f945f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/12.2565844"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

NOVEL MULTI-CLASS SVM ALGORITHM FOR MULTIPLE OBJECT RECOGNITION

Yongqing Wang, Yanzhou Zhang
<span title="">2015</span> <i title="Exeley, Inc."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hw2mrqep5ffbzot5ist4jgvge4" style="color: black;">International Journal on Smart Sensing and Intelligent Systems</a> </i> &nbsp;
Object recognition is a fundamental task in applications of computer vision, which aims at detecting and locating the interested objects out of the backgrounds in images or videos, and can be originally  ...  Inspired by the idea presented by Multi-class Core Vector Machine, we propose a novel Multi-class SVM algorithm, which achieves excellent performance on dealing with multiple object recognition.  ...  INTRODUCTION Object recognition refers to a process of distinguishing a specific object from other objects, or objects of one type from other types.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21307/ijssis-2017-803">doi:10.21307/ijssis-2017-803</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wuho22fierartnvdi5lnoaka4q">fatcat:wuho22fierartnvdi5lnoaka4q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160803182110/http://s2is.org/Issues/v8/n2/papers/paper19.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5b/93/5b932980db031dbe7d84a9dd37c0a01067018eec.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21307/ijssis-2017-803"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Remote Aircraft Target Recognition Method Based on Superpixel Segmentation and Image Reconstruction

Yantong Chen, Yuyang Li, Junsheng Wang
<span title="2020-02-14">2020</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wpareqynwbgqdfodcyhh36aqaq" style="color: black;">Mathematical Problems in Engineering</a> </i> &nbsp;
Aiming at solving these problems, we proposed an aircraft recognition method based on superpixel segmentation and reconstruction.  ...  It can satisfy the demand of satellite image aircraft recognition.  ...  To solve these problems, we propose the use of an aircraft recognition method that is based on superpixel segmentation and reconstruction for remote sensing image aircraft target recognition.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2020/6087680">doi:10.1155/2020/6087680</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/67fyuu7dkzdcdkjadzlptac6dq">fatcat:67fyuu7dkzdcdkjadzlptac6dq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200216045555/http://downloads.hindawi.com/journals/mpe/2020/6087680.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f2/d9/f2d9896155dbffd914c7d8742d82095aedb63f9f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2020/6087680"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

Research Progress of Machine Vision Technology in Artificial Intelligence

HAO ZHAO
<span title="2017-10-31">2017</span> <i title="DEStech Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/52spf3of4jbu5da2xrhvubclcy" style="color: black;">DEStech Transactions on Computer Science and Engineering</a> </i> &nbsp;
A new discipline is produced in artificial intelligence image processing, that is, machine vision.  ...  Machine vision is the forefront of interdisciplinary research, and it is different from the study of human or animal vision, which is to use geometric, physical and learning techniques to build the model  ...  THE APPLICATION OF MACHINE VISION Machine vision is widely used in all aspects, from medical images to remote sensing images, from industrial detection to file processing, from nanometer technology to  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12783/dtcse/aiea2017/14920">doi:10.12783/dtcse/aiea2017/14920</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cgkvndfh7raftoegjpdx4gr5di">fatcat:cgkvndfh7raftoegjpdx4gr5di</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190430113943/http://dpi-proceedings.com/index.php/dtcse/article/download/14920/14435" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f8/89/f8899fd11ab275da1511d083048cb46357179d90.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12783/dtcse/aiea2017/14920"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Modelling and representation issues in automated feature extraction from aerial and satellite images

Arcot Sowmya, John Trinder
<span title="">2000</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sgj4ockzhjenrlnkl2wsqjql64" style="color: black;">ISPRS journal of photogrammetry and remote sensing (Print)</a> </i> &nbsp;
Hence, researchers from the fields of photogrammetry and remote sensing, as well as computer vision and artificial intelligence, are bringing together their particular skills for automating these tasks  ...  The paper will review some of the approaches used in knowledge representation and modelling for machine vision, and give examples of their applications in research for image understanding of aerial and  ...  Acknowledgements This research was partially supported by a grant from the Australian Research Council.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0924-2716(99)00040-4">doi:10.1016/s0924-2716(99)00040-4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vbph62stangodnshczrdzyc5uy">fatcat:vbph62stangodnshczrdzyc5uy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190227204820/http://pdfs.semanticscholar.org/8668/772db9a36e4f0a97a8ffef50263c2622b738.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/86/68/8668772db9a36e4f0a97a8ffef50263c2622b738.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s0924-2716(99)00040-4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Airplane Type Identification Based on Mask RCNN and Drone Images [article]

W.T Alshaibani, Mustafa Helvaci, Ibraheem Shayea, Sawsan A. Saad, Azizul Azizan, Fitri Yakub
<span title="2021-08-29">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The key feature employed to identify the type of airplane is the surface area calculated based on the results of airplane detection.  ...  For dealing with traffic bottlenecks at airports, aircraft object detection is insufficient.  ...  Aircraft detection in remote sensing images are based on saliency and convolution neural network. They used a CNN on satellite images to conduct aircraft and vehicle detection.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.12811v1">arXiv:2108.12811v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/llv4zg4d5rbkvlfbn4o47hqnqm">fatcat:llv4zg4d5rbkvlfbn4o47hqnqm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210903200316/https://arxiv.org/ftp/arxiv/papers/2108/2108.12811.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6b/95/6b95d2267b26150267a4ea2bcb5131171f644ccb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.12811v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Aircraft Detection System Based on Regions with Convolutional Neural Networks

Ferhat Ucar, Besir Dandil
<span title="2020-09-28">2020</span> <i title="International Journal of Intelligent Systems and Applications in Engineering"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nudfauxyyzcgjorbfruji7aqrm" style="color: black;">International Journal of Intelligent Systems and Applications in Engineering</a> </i> &nbsp;
Object detection in remote sensing imagery is an important topic of image processing researches.  ...  As a more specific remote sensing imagery based object-detection process, a stationary aircraft detection system could serve as a model in some military applications.  ...  Aircraft detection and identification systems using remote sensing images have an important place in the object recognition literature, both as conventional image processing methods are used and deep learning-based  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18201/ijisae.2020363534">doi:10.18201/ijisae.2020363534</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7umauq6k65d7rmk4pjvdgnubsq">fatcat:7umauq6k65d7rmk4pjvdgnubsq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201105051232/https://ijisae.org/IJISAE/article/download/1094/629/" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ab/9d/ab9d2d519c44e113f8420ff35f9e0e26535b6c6e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18201/ijisae.2020363534"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Multisensor Data Fusion for High Quality Data Analysis and Processing in Measurement and Instrumentation

Yan-bo Huang, Yu-bin Lan, W.C. Hoffmann, R.E. Lacey
<span title="">2007</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/amghozmm3vf4dbxus4sjlu2cby" style="color: black;">Journal of Bionic Engineering</a> </i> &nbsp;
The data fusion models of these applications are developed based on a general, practical MDF scheme for each specific area.  ...  A practical, general data fusion scheme was established on the basis of feature extraction and merge of data from multiple sensors.  ...  To evaluate and validate this system, they have further developed a unique machine vision-based true path generator.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s1672-6529(07)60013-4">doi:10.1016/s1672-6529(07)60013-4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2edxic7nhngpbctyjml5uftsfy">fatcat:2edxic7nhngpbctyjml5uftsfy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170303195627/https://www.ars.usda.gov/ARSUserFiles/60663500/Publications/Huang/Huang%20et%20al%2007%20JBE4-53-62.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/69/e5/69e579354eef769280d11ed6c9a26799ef010505.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s1672-6529(07)60013-4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Systematic Mapping Study on Remote Sensing in Agriculture

José Alberto García-Berná, Sofia Ouhbi, Brahim Benmouna, Ginés García-Mateos, José Luis Fernández-Alemán, José Miguel Molina-Martínez
<span title="2020-05-17">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
RGB and hyperspectral images, captured from drones and satellites.  ...  A general recommendation that emerges from this study is to build on existing resources, such as agricultural image datasets, public satellite imagery, and deep learning toolkits.  ...  This method also belongs to the category of active remote sensing, usually mounted on satellites and aircraft.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app10103456">doi:10.3390/app10103456</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e2foqimxrbbprj7pquzxfghkd4">fatcat:e2foqimxrbbprj7pquzxfghkd4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200519011204/https://res.mdpi.com/d_attachment/applsci/applsci-10-03456/article_deploy/applsci-10-03456.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/38/b0/38b0da9a6cbf239eb3891e0f90703226325a2c64.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app10103456"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Real-time Target Detection in Visual Sensing Environments Using Deep Transfer Learning and Improved Anchor Box Generation

Zhenbo Ren, Edmund Y. Lam, Jianlin Zhao
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
We examine the sustainable outperformance in three typical applications, digital pathology, smart agriculture and remote sensing, in vision-based sensing environments.  ...  As such, visual sensor environments using one single or multiple cameras must deal with a huge amount of high-resolution images, videos or other multimedia.  ...  The Remote Sensing Object Detection (RSOD) dataset 3 includes four scenes, aircraft, oil tank, playground and overpass, collected from Google Earth and Tianditu [40] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3032955">doi:10.1109/access.2020.3032955</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/odu2ui55vnf2xji6wkykb25r54">fatcat:odu2ui55vnf2xji6wkykb25r54</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201102115202/https://ieeexplore.ieee.org/ielx7/6287639/8948470/09235577.pdf?tp=&amp;arnumber=9235577&amp;isnumber=8948470&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8e/e0/8ee0545992809581229923b36059b39be8952f61.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3032955"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Convolutional Neural Network based Weakly Supervised Learning for Aircraft Detection from Remote Sensing Image

Zhize Wu, Thomas Weise, Yan Wang, Yongjun Wang
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
Aircraft are one of the most important targets in this field, which brings their recognition from remote sensing image into the focus of attention.  ...  Introduction Remote sensing images (RSIs) are generated by acquiring target information from reflected, radiated, or scattered electromagnetic waves through sensors mounted on various remote platforms,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3019956">doi:10.1109/access.2020.3019956</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kxrql6my7vdynkfcwywyje6uhu">fatcat:kxrql6my7vdynkfcwywyje6uhu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200829045423/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09178761.pdf?tp=&amp;arnumber=9178761&amp;isnumber=6514899&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/14/37/143780bd9ba428d59a4e27e2b20ae408a7012a45.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3019956"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

The Target Classification of Optical Remote Sensing Image Based on Hierarchical Features and AdaBoost Algorithm

Xiaofei Ji, Ningli Qin, Yangyang Wang
<span title="2017-01-31">2017</span> <i title="Science and Engineering Research Support Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ym6wyoim55h6lliru6w4ssplki" style="color: black;">International Journal of Signal Processing, Image Processing and Pattern Recognition</a> </i> &nbsp;
In order to accurately classify and recognize specific targets in remote sensing images, a novel recognition method based on hierarchical features and AdaBoost algorithm is proposed.  ...  The proposed classification and recognition method is tested on our remote sensing image dataset. The results verified the method can achieve higher recognition accuracy.  ...  Zhu [6] proposed a ship recognition method based on the feature fusion of shape and texture in the optical remote sensing images. The proposed method achieved a better recognition rate.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14257/ijsip.2017.10.1.03">doi:10.14257/ijsip.2017.10.1.03</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uqntimy5n5gqdj7giipad6hkky">fatcat:uqntimy5n5gqdj7giipad6hkky</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210228151807/http://article.nadiapub.com/IJSIP/vol10_no1/3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/87/a6/87a6db9b843cc44f1e9ffe712d80148c09f5ffeb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14257/ijsip.2017.10.1.03"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Exploring Recent Trends in Computer Vision

A Indhurani, A Manimegalai, I Arunpandiyan, M Ramachandran, Chinnasamy Sathiyaraj
<span title="2022-05-01">2022</span> <i title="REST Publisher"> Electrical and Automation Engineering </i> &nbsp;
recommendations based on that information.  ...  Computer Vision Syndrome (CVS) is a set of symptoms associated with prolonged work on a computer display.  ...  Under the new rules, which came into force, the term RPAS (Remote Pilot Aircraft System) was adopted by the Government of Canada, a set of configurable components that include the remote aircraft, its  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.46632/eae/1/1/6">doi:10.46632/eae/1/1/6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4kbuy2exfvhqjbeyfxlcg2t5hq">fatcat:4kbuy2exfvhqjbeyfxlcg2t5hq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220513024608/http://restpublisher.com/wp-content/uploads/2022/05/6.-Exploring-Recent-Trends-in-Computer-Vision-1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/46/a6/46a62d20a53d1bbb720bad00a7272bafd7d707f7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.46632/eae/1/1/6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Special Section Guest Editorial: Feature and Deep Learning in Remote Sensing Applications

John E. Ball, Derek T. Anderson, Chee Seng Chan
<span title="2018-01-02">2018</span> <i title="SPIE-Intl Soc Optical Eng"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/432bmec4lfhu5cxeshhodwkttm" style="color: black;">Journal of Applied Remote Sensing</a> </i> &nbsp;
processing; two papers utilizing spectral-spatial processing for hyperspectral image analysis; three papers on object tracking and recognition; one paper studying how deep networks need to be for remote  ...  Deep learning has become the de facto for tasks like detection in computer vision on RGB imagery. However, it has not yet made the same impact on remote sensing.  ...  Yao et al. in "Ship detection in optical remote sensing images based on deep convolutional neural networks" is a complicated problem due to the small size of ships and interference from clouds, waves,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/1.jrs.11.042601">doi:10.1117/1.jrs.11.042601</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pq3xg2sggfdtljjs3hrmp7tzdm">fatcat:pq3xg2sggfdtljjs3hrmp7tzdm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722162055/https://www.spiedigitallibrary.org/journals/Journal-of-Applied-Remote-Sensing/volume-11/issue-4/042601/Special-Section-Guest-Editorial--Feature-and-Deep-Learning-in/10.1117/1.JRS.11.042601.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/dd/f7/ddf741750c3efa3133e3075d13674c84330f7489.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/1.jrs.11.042601"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>
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