Filters








385 Hits in 6.8 sec

Application of Sparse Coded SIFT Features for Classification of Plant Images

Suchit Purohit, Savita R. Gandhi
<span title="2017-10-08">2017</span> <i title="MECS Publisher"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7hgv6dkr7vaq7mvfy3joc3nu2y" style="color: black;">International Journal of Image Graphics and Signal Processing</a> </i> &nbsp;
Different methods for recognition of the species are used according to the part of the plant to which the image belongs to. For flower category, fusion of shape, color and texture features are used.  ...  to different plant parts such as leaf, stem or flower, fruit , scanned leaf, branch and the entire plant.  ...  An automatic plant species recognition framework which considers different organs of the plant like leaf, flower, fruit, and bark to identify the species while including seasonal and topographic II.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5815/ijigsp.2017.10.06">doi:10.5815/ijigsp.2017.10.06</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/c7rao3dwavbl7mrb5evmhq3pae">fatcat:c7rao3dwavbl7mrb5evmhq3pae</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719123438/http://www.mecs-press.org/ijigsp/ijigsp-v9-n10/IJIGSP-V9-N10-6.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/92/95/92955e6c40ffced006bf0c24695dfe79b442413c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5815/ijigsp.2017.10.06"> <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>

Central Attention and a Dual Path Convolutional Neural Network in Real-World Tree Species Recognition

Yi Chung, Chih-Ang Chou, Chih-Yang Li
<span title="2021-01-22">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vyslcn4ljzdq3jes5w7fln3qyu" style="color: black;">International Journal of Environmental Research and Public Health</a> </i> &nbsp;
Lastly, we developed a prototype system of an online/offline available tree species identification working on a consumer mobile platform that can identify the tree species not only by image recognition  ...  Experimental results assessed the effectiveness of our proposed approach which outperformed each uni-path alone, and existing methods in the whole plant recognition system.  ...  Acknowledgments: We would like to thank Po-Yu Lai, Chung-Rui Chao, Bing-Shi Tsai, Hsun-Kun Cheng, Wei-Chun Lai, Pu-Chung Chen, Chien-Yu Fang, Ting-Wei Su, and Yu-Hsuan Lin for technical support, and Wei-Chen  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijerph18030961">doi:10.3390/ijerph18030961</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33499249">pmid:33499249</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7908595/">pmcid:PMC7908595</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ffluyvtqnfdgjaovv4fynvvad4">fatcat:ffluyvtqnfdgjaovv4fynvvad4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210204204121/https://res.mdpi.com/d_attachment/ijerph/ijerph-18-00961/article_deploy/ijerph-18-00961-v2.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/9e/9b/9e9b5f94eb1a163532ca8ef0cdf1129c83e08ad2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijerph18030961"> <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> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7908595" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

A Comparative Analysis on Machine Learning Models for Accurate Identification of Medical Plants

Prabhat Kumar Thella, V. Ulagamuthalvi
<span title="2021-07-22">2021</span> <i title="Centivens Institute of Innovative Research"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xnbd7w5jkjgh5ciq67oufnauqe" style="color: black;">Revista GEINTEC</a> </i> &nbsp;
Colour and texture from both sides of the leaf contain deterministic parameters to identify the species.  ...  From the both sides of the leaf, there are both deterministic and nondeterministic factors that identify the species.  ...  To improve accuracy and efficiency, the fusion characteristics are categorised based on the classifier combination they're used with.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.47059/revistageintec.v11i4.2309">doi:10.47059/revistageintec.v11i4.2309</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qa6gtodzdfa7vktjvun4dfuqqy">fatcat:qa6gtodzdfa7vktjvun4dfuqqy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210726224017/https://www.revistageintec.net/index.php/revista/article/download/2309/1628" 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/1e/de/1edeaff4d13a71bd395b1d5a9e21526b5f29e425.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.47059/revistageintec.v11i4.2309"> <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>

Leaf Image Recognition Based on Bag of Features

Yaonan Zhang, Jing Cui, Zhaobin Wang, Jianfang Kang, Yufang Min
<span title="2020-07-28">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;
With the development of image processing and pattern recognition, plant recognition based on image processing has become possible.  ...  As it is hard to get a satisfactory effect on the large dataset by a single feature, a method (BOF_SC) improved from bag of contour fragments is used for shape feature extraction.  ...  However, to the DPCNN model, the parameters may not be optimal. In future work, we will try to find the best way to set the parameters automatically and improve the recognition accuracy.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app10155177">doi:10.3390/app10155177</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kn7p66y27jaudpcnaoty6pepr4">fatcat:kn7p66y27jaudpcnaoty6pepr4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200815002651/https://res.mdpi.com/d_attachment/applsci/applsci-10-05177/article_deploy/applsci-10-05177.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/79/9b/799bb51025247d5d044b13fa45d47c53e33aef7a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app10155177"> <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>

The imageCLEF plant identification task 2013

Hervé Goëau, Alexis Joly, Pierre Bonnet, Vera Bakic, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino
<span title="">2013</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lahlxihmo5fhzpexw7rundu24u" style="color: black;">Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data - MAED &#39;13</a> </i> &nbsp;
The ImageCLEFs plant identification task provides a testbed for a system-oriented evaluation of plant identification about 250 species trees and herbaceous plants based on detailed views of leaves, flowers  ...  , fruits, stems and bark or some entire views of the plants.  ...  Thanks to all participants. Thanks to Jennifer Carré, Violette Roche and all contributors from Tela Botanica. Thanks to Souheil Selmi from Inria and Julien Barbe from Amap for their help.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2509896.2509902">doi:10.1145/2509896.2509902</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mm/GoeauJBBBBM13.html">dblp:conf/mm/GoeauJBBBBM13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rfgol7vyvnc55nd5sabdddv6me">fatcat:rfgol7vyvnc55nd5sabdddv6me</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170923222418/https://hal.inria.fr/hal-00960929/document" 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/b2/28/b228ebd8a74589e910d1a54a88ef9eb2e78f398c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2509896.2509902"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Ayurvedic Plant Leaves Classification Using combination of Features Feature

Dr. Sheshang Degadwala, Dhairya Vyas, Harsh S Dave
<span title="2018-09-01">2018</span> <i title="Technoscience Academy"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cwo66igunvdiplkdqwpqsgzpem" style="color: black;">International Journal of Scientific Research in Computer Science Engineering and Information Technology</a> </i> &nbsp;
This problem can be simply solved by presenting a new recognition approach based on Leaf Features Fusion and Classification algorithms for classifying the different types of plants.  ...  And, Leaves are different to one another due to its characteristics such as the shape, color, texture and the margin.  ...  Thus, it is less studied and recognized by taxonomist [2] . In this paper, the system proposed an automatic system to recognize plant species based on the texture properties of leaves.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32628/cseit1837102">doi:10.32628/cseit1837102</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cjugri7zvrextkgericlesirmm">fatcat:cjugri7zvrextkgericlesirmm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210616112922/https://ijsrcseit.com/paper/CSEIT1837102.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/3d/39/3d39e4f6121b6c1417f280007e2bcd9204c89ad3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32628/cseit1837102"> <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>

Cataloging Public Objects Using Aerial and Street-Level Images — Urban Trees

Jan D. Wegner, Steve Branson, David Hall, Konrad Schindler, Pietro Perona
<span title="">2016</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ilwxppn4d5hizekyd3ndvy2mii" style="color: black;">2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)</a> </i> &nbsp;
We test our method on "Pasadena Urban Trees", a new dataset of 80,000 trees with geographic and species annotations, and show that combining multiple views significantly improves both tree detection and  ...  tree species classification, rivaling human performance.  ...  tree species recognition accuracy is improved from 70% to 80% (Section 7).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvpr.2016.647">doi:10.1109/cvpr.2016.647</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cvpr/WegnerBHSP16.html">dblp:conf/cvpr/WegnerBHSP16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jshtpklzbna7pmmcf3hmi55olq">fatcat:jshtpklzbna7pmmcf3hmi55olq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160909122131/http://www.cv-foundation.org:80/openaccess/content_cvpr_2016/papers/Wegner_Cataloging_Public_Objects_CVPR_2016_paper.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/f8/c5/f8c504c3e19582b02154ec2d710e5ddedfd083d5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvpr.2016.647"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

IDENTIFYING STANDING DEAD TREES IN FOREST AREAS BASED ON 3D SINGLE TREE DETECTION FROM FULL WAVEFORM LIDAR DATA

W. Yao, P. Krzystek, M. Heurich
<span title="2012-07-23">2012</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yhzu63ehjfe2dbswnsdfm5vlba" style="color: black;">ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences</a> </i> &nbsp;
leaf-on and leaf-off conditions for Norway spruces, European beeches and Sycamore maples.  ...  Furthermore, the tree segments are delivered to feature definition process to derive geometric and reflectional features at single tree level, e.g. volume and maximal diameter of crown, mean intensity,  ...  Several tree parameters like the DBH, total tree height, stem position and tree species were measured and determined with the help of GPS, tacheometry and the 'Vertex' III system.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprsannals-i-7-359-2012">doi:10.5194/isprsannals-i-7-359-2012</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/owiitfeqzncfzorz5uruxw5b7e">fatcat:owiitfeqzncfzorz5uruxw5b7e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705122625/http://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/I-7/359/2012/isprsannals-I-7-359-2012.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/a5/bc/a5bca465610d02c3c5a54eb1f40b741e80315455.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprsannals-i-7-359-2012"> <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>

A look inside the Pl@ntNet experience

Alexis Joly, Pierre Bonnet, Hervé Goëau, Julien Barbe, Souheil Selmi, Julien Champ, Samuel Dufour-Kowalski, Antoine Affouard, Jennifer Carré, Jean-François Molino, Nozha Boujemaa, Daniel Barthélémy
<span title="2015-04-11">2015</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/c2kkfk736jeeje2nj5asysaflq" style="color: black;">Multimedia Systems</a> </i> &nbsp;
We first demonstrate the attractiveness of the developed multimedia system (with more than 90K end-users) and the nice self-improving capacities of the whole collaborative workflow.  ...  Pl@ntNet is an innovative participatory sensing platform relying on image-based plants identification as a mean to enlist non-expert contributors and facilitate the production of botanical observation  ...  We would like to thank numerous contributors from Tela Botanica and Pl@ntNet's network, that share their data and expertise to develop such  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00530-015-0462-9">doi:10.1007/s00530-015-0462-9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uiav673j6rbvvi5d5gmw3s6s3y">fatcat:uiav673j6rbvvi5d5gmw3s6s3y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190417211229/https://core.ac.uk/download/pdf/52626250.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/f8/e7/f8e733faa2e3da2a7bdb7465c6ac501bffc52a92.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00530-015-0462-9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Multi-Organ Plant Classification Based on Convolutional and Recurrent Neural Networks

Sue Han Lee, Chee Seng Chan, Paolo Remagnino
<span title="">2018</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dhlhr4jqkbcmdbua2ca45o7kru" style="color: black;">IEEE Transactions on Image Processing</a> </i> &nbsp;
Although additional data provide more information that might help to disambiguate between species, the variability in shape and appearance in plant organs also raises the degree of complexity of the problem  ...  In fact, plants are complex living organisms sustained by a number of organ systems.  ...  Under these circumstances, it is known to be more informative to capture multiple viewpoints of the bark to increase the species discrimination [3] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tip.2018.2836321">doi:10.1109/tip.2018.2836321</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29870348">pmid:29870348</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gl6b7fiyujg6fbey34gqkss7vu">fatcat:gl6b7fiyujg6fbey34gqkss7vu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428124302/https://eprints.kingston.ac.uk/42858/1/Remagnino-P-42858-AAM.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/d2/ddd2adc8819863ec619d549220801d6560f35a16.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tip.2018.2836321"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Recent Advances in Unmanned Aerial Vehicles Forest Remote Sensing—A Systematic Review. Part II: Research Applications

Riccardo Dainelli, Piero Toscano, Salvatore Filippo Di Gennaro, Alessandro Matese
<span title="2021-03-27">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q4qn5347mbernbifov3xbvfjcq" style="color: black;">Forests</a> </i> &nbsp;
acquiring tree spectral signature especially for pest and diseases detection, (2) automatic processes for image analysis are poorly flexible or based on proprietary software at the expense of flexible  ...  Due to the progress in platforms and sensors and the opening of the dedicated market, unmanned aerial vehicle–remote sensing (UAV–RS) is improving its key role in the forestry sector as a tool for sustainable  ...  Crown segmentation algorithms and object detection methods are intensively exploited through inventory parameters, biomass estimation, and species recognition to automatically detect, segment, and classify  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/f12040397">doi:10.3390/f12040397</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6mtlejuku5c3xbx2eq7inpdjse">fatcat:6mtlejuku5c3xbx2eq7inpdjse</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210330042701/https://res.mdpi.com/d_attachment/forests/forests-12-00397/article_deploy/forests-12-00397.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/a4/40/a44025ab8a57e972fa556f5328f04aef8ef14875.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/f12040397"> <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>

Tree species classification using airborne LiDAR – effects of stand and tree parameters, downsizing of training set, intensity normalization, and sensor type

Ilkka Korpela, Hans Ørka, Matti Maltamo, Timo Tokola, Juha Hyyppä
<span title="">2010</span> <i title="Finnish Society of Forest Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zpht2iu2mbh4lhevhftngj2ecq" style="color: black;">Silva Fennica</a> </i> &nbsp;
Both range and gain receiver normalization improved species classification. Weighting of the intensity values improved the fusion of two LiDAR datasets.  ...  Our aims were to 1) explore the relevant LiDAR features and study their dependencies on stand and tree variables, 2) examine two sensors and their fusion, 3) quantify the gain from intensity normalizations  ...  We applied sensor fusion to increase the data per tree, particularly to support the crown-modeling procedure.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14214/sf.156">doi:10.14214/sf.156</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cj3gwdutrvecziohcaziwi6zhy">fatcat:cj3gwdutrvecziohcaziwi6zhy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170813072709/https://silvafennica.fi/pdf/article156.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/b3/f4/b3f4fc4e491fd06348ee357d10d76fde6e0106eb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14214/sf.156"> <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>

Plant Species Identification Using Computer Vision Techniques: A Systematic Literature Review

Jana Wäldchen, Patrick Mäder
<span title="2017-01-07">2017</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wjer2chx7zdfnn3wbc3bburnzi" style="color: black;">Archives of Computational Methods in Engineering</a> </i> &nbsp;
Pl@ntNet Identify was the first botanical identification system able to consider a combination of habit, leaf, flower, fruit, and bark images for classification.  ...  [110] implemented a web service that allows users to upload a tree leaf image. The service is designed as a two-tier system.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11831-016-9206-z">doi:10.1007/s11831-016-9206-z</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29962832">pmid:29962832</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6003396/">pmcid:PMC6003396</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5ycfhaotrrejjncce4mgizf4iq">fatcat:5ycfhaotrrejjncce4mgizf4iq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190505014833/https://link.springer.com/content/pdf/10.1007%2Fs11831-016-9206-z.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/b3/23/b323aa63247c6a1f3076bee55e49188a09d6c6ab.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11831-016-9206-z"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6003396" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Tree Species Classification and Health Status Assessment for a Mixed Broadleaf-Conifer Forest with UAS Multispectral Imaging

Azadeh Abdollahnejad, Dimitrios Panagiotidis
<span title="2020-11-12">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
Automatic discrimination of tree species and identification of physiological stress imposed on forest trees by biotic factors from unmanned aerial systems (UAS) offers substantial advantages in forest  ...  In this study, we aimed to develop a novel workflow for facilitating tree species classification and the detection of healthy, unhealthy, and dead trees caused by bark beetle infestation using ultra-high  ...  Acknowledgments: We acknowledge that this study was supported by EVA4.0 "Advanced Research Supporting the Forestry and Wood-processing Sector's Adaptation to Global Change and the 4th Industrial Evolution  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs12223722">doi:10.3390/rs12223722</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pj2temevdzfgbe3ucbe2hibzde">fatcat:pj2temevdzfgbe3ucbe2hibzde</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201114101720/https://res.mdpi.com/d_attachment/remotesensing/remotesensing-12-03722/article_deploy/remotesensing-12-03722-v2.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/fb/e6/fbe622d01d00de98145447c5c2fc1f70d59d8a5c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs12223722"> <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>

Silvi-Net – A dual-CNN approach for combined classification of tree species and standing dead trees from remote sensing data

S. Briechle, P. Krzystek, G. Vosselman
<span title="">2021</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bxgvpgeg35cydcw4wjlkidvsvm" style="color: black;">International Journal of Applied Earth Observation and Geoinformation</a> </i> &nbsp;
Furthermore, the combined classification of presegmented single trees with respect to tree species and health status is important for practical use but has been insufficiently investigated so far.  ...  Second, projected outlines of the segmented trees are used to crop and mask the MS orthomosaic and to generate MS image patches for each tree.  ...  Moreover, we want to thank our Ukrainian pilots from Flycamstudio, as well as V. Antropov and O.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jag.2020.102292">doi:10.1016/j.jag.2020.102292</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ohhxyrfukretvjbkcxn4guaxqy">fatcat:ohhxyrfukretvjbkcxn4guaxqy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715171321/https://ris.utwente.nl/ws/files/250624074/1_s2.0_S0303243420309351_main.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/31/77/3177c9b69a35358ece4028e8f1ddc4a14900416a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jag.2020.102292"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>
&laquo; Previous Showing results 1 &mdash; 15 out of 385 results