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UNCOVERING SPATIAL SYNERGY OF THE MEGACITY REGION: A FLOW PERSPECTIVE

B. Fang, W. Tu, M. Li, J. Cao, W. Gao, Y. Yue, Q. Li
<span title="2022-06-02">2022</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i74shj7anreaxjo327fokng66m" style="color: black;">The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences</a> </i> &nbsp;
Massive mobile phone location data contains hidden information of complex spatial networks.  ...  Since the Reform and Opening up of China in 1983, the PRD has been growing from several isolated cities to one megacity region.  ...  Secondly, community detection and flow analysis methods have shown their merits and importance in multi-scale spatial analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xliii-b4-2022-521-2022">doi:10.5194/isprs-archives-xliii-b4-2022-521-2022</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fppw6lufmza6dd6aqv7v7x2uge">fatcat:fppw6lufmza6dd6aqv7v7x2uge</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220611200049/https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B4-2022/521/2022/isprs-archives-XLIII-B4-2022-521-2022.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/cc/70/cc70c728d97f7f6ab50616154ad61ce856cd4d1b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xliii-b4-2022-521-2022"> <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>

Efficient Traffic Accident Warning Based on Unsupervised Prediction Framework

Yun-Feng Zhou, Kai Xie, Xin-Yu Zhang, Chang Wen, Jian-Biao He
<span title="">2021</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;
It adopts a feature pyramid network [36] for multi-scale prediction, combines detection and embedding learning, extracts an embedding vector from the feature map, adopts the automatic balance loss to  ...  -City dataset to detect suspicious targets in predicted frames {cyclists, pedestrians, vehicles} using the CSPDarknet53 [44] as the backbone network; the set class was 3.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3077120">doi:10.1109/access.2021.3077120</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z5scf6wqpfbrziwel3t4zvye2q">fatcat:z5scf6wqpfbrziwel3t4zvye2q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210504043540/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09420733.pdf?tp=&amp;arnumber=9420733&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/16/af/16af46717306631a9908d9e7b05bd4bdb251d384.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3077120"> <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>

Keywords

<span title="2020-11-11">2020</span> <i title="IEEE"> 2020 17th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE) </i> &nbsp;
Knowledge graphs Characterization of Objects in Indoor Spaces of Human Occupation Using Knowledge Graphs Lane line detection Lane Line Detection Computer Vision System Applied to a Scale Autonomos Car  ...  Hand Movements Based on Design and Construction of a Magnetic Signal Detection Block for Magnetic Nanoparticles that Flow Through Straight Microchannels Detection of sore-risk regions on the foot sole  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cce50788.2020.9299167">doi:10.1109/cce50788.2020.9299167</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xu346wrfmzhsbbxumvxd2g3zzm">fatcat:xu346wrfmzhsbbxumvxd2g3zzm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201230004329/https://ieeexplore.ieee.org/ielx7/9298900/9299112/09299167.pdf?tp=&amp;arnumber=9299167&amp;isnumber=9299112&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/56/d6/56d66fc726800e940e7af91db3284c05da535035.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cce50788.2020.9299167"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Believe It Today or Tomorrow? Detecting Untrustworthy Information from Dynamic Multi-Source Data [chapter]

Houping Xiao, Yaliang Li, Jing Gao, Fei Wang, Liang Ge, Wei Fan, Long H. Vu, Deepak S. Turaga
<span title="2015-06-30">2015</span> <i title="Society for Industrial and Applied Mathematics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/viwc2ys5x5a47ogpdlftfzj5fm" style="color: black;">Proceedings of the 2015 SIAM International Conference on Data Mining</a> </i> &nbsp;
Results demonstrate the advantages of the proposed approach in detecting inconsistent and untrustworthy information.  ...  In this paper, we study the important problem of detecting untrustworthy information from a novel perspective of correlating and comparing multiple sources that describe the same set of items.  ...  This work was supported in part by the National Science Foundation under Grant NSF IIS-1319973.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1137/1.9781611974010.45">doi:10.1137/1.9781611974010.45</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sdm/XiaoLGWGFVT15.html">dblp:conf/sdm/XiaoLGWGFVT15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t5gycwv3gjc3poewgaphq7t7pm">fatcat:t5gycwv3gjc3poewgaphq7t7pm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830013237/http://www.engr.uconn.edu/~fwang/papers/SDM2015XiaoLiGaoWang.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/ed/a6/eda68dbc164625d5932b96fba7042f96e895ed13.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1137/1.9781611974010.45"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Long-term Preservation of Electronic Record Based on Digital Continuity in Smart Cities

Yongjun Ren, Kui Zhu, Yuqiu Gao, Jinyue Xia, Shi Zhou, Ruiguo Hu, Xiujuan Feng
<span title="">2021</span> <i title="Computers, Materials and Continua (Tech Science Press)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/amujz7fcqna6do727z6ev3ueo4" style="color: black;">Computers Materials &amp; Continua</a> </i> &nbsp;
How to effectively achieve the long-term preservation of massive, heterogeneous, and multi-source digital electronic records in smart cities is a key issue that must be solved.  ...  Based on data quality management, this paper constructs digital continuity of smart city electronic records.  ...  In general, statistical models, distance based and offset based methods all can be used to detect abnormal record.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32604/cmc.2021.011153">doi:10.32604/cmc.2021.011153</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ojx3zqhf3vh57fjfdxbxsh37yy">fatcat:ojx3zqhf3vh57fjfdxbxsh37yy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220223183128/https://www.techscience.com/ueditor/files/TSP_CMC_66-3/TSP_CMC_11153/TSP_CMC_11153.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/33/00/33001ae17cb6071b1380b360d14fa462aa019972.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32604/cmc.2021.011153"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Special issue on intelligent decision support systems based on soft computing and their applications in real-world problems

Enrique Herrera-Viedma, Francisco Chiclana, Yucheng Dong, Francisco Javier Cabrerizo
<span title="">2018</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/spnlkxfb7fevrarnlb7rv32roy" style="color: black;">Applied Soft Computing</a> </i> &nbsp;
In recent years, intelligent decision support systems based on soft computing have attracted the attention of both, academic researchers and practitioners in a wide range of disparate areas from computing  ...  The emergence of the intelligent decision making technology provides a good decision support to deal with these complex decision making problems, and soft computing plays a core role in the intelligent  ...  The paper entitled The Utility Based Non-Linear Fuzzy AHP Optimization Model for Network Selection in Heterogeneous Wireless Networks defines a novel fuzzy-analytic hierarchy process based network selection  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.asoc.2018.04.054">doi:10.1016/j.asoc.2018.04.054</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ma5kdazxvvgrfc2snma6p4lwbu">fatcat:ma5kdazxvvgrfc2snma6p4lwbu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200307124904/https://dora.dmu.ac.uk/bitstream/handle/2086/16166/Editorial_Special_Issue_ASOC_2018.pdf;jsessionid=43C84E13C9F6C12523840C329DCE0B7F?sequence=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/af/8e/af8e9c1e201c42fef10f976506902d05c9482b77.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.asoc.2018.04.054"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Intelligent Misbehavior Detection System for Detecting False Position Attacks in Vehicular Networks

Faisal Hawlader, Abdelwahab Boualouache, Sebastien Faye, Thomas Engel
<span title="">2021</span> <i title="IEEE"> 2021 IEEE International Conference on Communications Workshops (ICC Workshops) </i> &nbsp;
Position falsification attacks are one of the most dangerous internal attacks in vehicular networks.  ...  In this context, this paper introduces a novel ML-based MDS for the early detection of position falsification attacks.  ...  Building a model for ML-based Detection Our detection mechanism has several stages as shown in the Figure 2 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccworkshops50388.2021.9473606">doi:10.1109/iccworkshops50388.2021.9473606</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/53jjqgb2efeqjj7d7ncgezguaq">fatcat:53jjqgb2efeqjj7d7ncgezguaq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211227190904/https://orbilu.uni.lu/bitstream/10993/46911/1/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/71/9c/719c567b959fcb1932f1e2b7a0e2dcfe5b5aed2b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccworkshops50388.2021.9473606"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Point Cloud Semantic Segmentation using Multi Scale Sparse Convolution Neural Network [article]

Yunzheng Su, Lei Jiang
<span title="2022-05-24">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this letter, we propose a feature extraction module based on multi-scale sparse convolution and a feature selection module based on channel attention and build a point cloud segmentation network framework  ...  By introducing multi-scale sparse convolution, the network could capture richer feature information based on convolution kernels with different sizes, improving the segmentation result of point cloud segmentation  ...  , and construct a high performance network called MSSNet based on our multi-scale feature fusion module and feature filter module.The network can be used for indoor point cloud semantic segmentation as  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2205.01550v5">arXiv:2205.01550v5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4yn55whatzd3fnkfbddvzpjb5u">fatcat:4yn55whatzd3fnkfbddvzpjb5u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220618105731/https://arxiv.org/pdf/2205.01550v5.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/5c/56/5c56605f1e8eaa50bae5f32f23f8a06638018ceb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2205.01550v5" 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>

A freight integer linear programming model under fog computing and its application in the optimization of vehicle networking deployment

Xiaowen Wang, Peng Qiu, Zhihan Lv
<span title="2020-09-24">2020</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3gm7274mfe6fcs7e3jterqlri" style="color: black;">PLoS ONE</a> </i> &nbsp;
is low in large-scale scenarios.  ...  The model is used to analyze the application of ND optimization in the IoV system through simulations.  ...  Based on the travel data of FVs, Zhang et al. (2019) used a complex network method to describe cargo transportation from a multidimensional perspective; also, based on network analysis indicators of complex  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0239628">doi:10.1371/journal.pone.0239628</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32970755">pmid:32970755</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/upu35vv5qbhmvfqi4vnovsa3su">fatcat:upu35vv5qbhmvfqi4vnovsa3su</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200925131213/https://journals.plos.org/plosone/article/file?id=10.1371%2Fjournal.pone.0239628&amp;type=printable" 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/b3/38/b338e42bf20f5e33181bcc7fe78a3f41644fd4d5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0239628"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> plos.org </button> </a>

Automated Matching of Multi-Scale Building Data Based on Relaxation Labelling and Pattern Combinations

Yunfei Zhang, Jincai Huang, Min Deng, Chi Chen, Fangbin Zhou, Shuchun Xie, Xiaoliang Fang
<span title="2019-01-16">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fw2uac7a5jggbfgqwh2wqy7yxu" style="color: black;">ISPRS International Journal of Geo-Information</a> </i> &nbsp;
However, non-rigid deviation, shape homogenization, and uncertain scale differences occur in crowdsourced and official building data, causing challenges in conflating heterogeneous building datasets from  ...  different sources and scales.  ...  In particular, the matching of multi-scale building polygons is associated with some complex difficulties.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijgi8010038">doi:10.3390/ijgi8010038</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/trjqzodyzbajhjge2vmpdi5q24">fatcat:trjqzodyzbajhjge2vmpdi5q24</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503102840/https://res.mdpi.com/ijgi/ijgi-08-00038/article_deploy/ijgi-08-00038.pdf?filename=&amp;attachment=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/57/c8/57c854137fa6050459a458ca3d9d7bc8de502f2c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijgi8010038"> <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>

Multi‐scale pedestrian detection based on self‐attention and adaptively spatial feature fusion

Minjun Wang, Houjin Chen, Yanfeng Li, Yuhao You, Jinlei Zhu
<span title="2021-05-02">2021</span> <i title="Institution of Engineering and Technology (IET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sjsq25sy2vglld5qo2bn66hx3u" style="color: black;">IET Intelligent Transport Systems</a> </i> &nbsp;
In integrating multi-scale features, the adaptively spatial feature fusion (ASFF) method is employed, which can solve the problem of feature inconsistency across different scales.  ...  To effectively tackle this issue, a multi-scale pedestrian detector based on self-attention mechanism and adaptive spatial feature fusion is proposed in this paper.  ...  In this paper, a multi-scale pedestrian detection method based on self-attention mechanism and adaptively spatial feature fusion is proposed.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/itr2.12066">doi:10.1049/itr2.12066</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kc4fgfw4ajbq3dnh3qb457a6dm">fatcat:kc4fgfw4ajbq3dnh3qb457a6dm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716170034/https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/itr2.12066" 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/47/82/47824e2521de7b9cb62762e609e91576d1dad3f6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/itr2.12066"> <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>

Tiny Vehicle Detection for Mid-to-High Altitude UAV Images Based on Visual Attention and Spatial-Temporal Information

Ruonan Yu, Hongguang Li, Yalong Jiang, Baochang Zhang, Yufeng Wang
<span title="2022-03-18">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
Experimental results show that the proposed method achieves effective detection of tiny vehicles in complex backgrounds.  ...  We first employ the deep segmentation network to exploit the co-occurrence of the road and vehicles, then detect tiny vehicles based on visual attention mechanism with spatial-temporal constraint information  ...  The network can capture semantic information of different scales by fusing the high-level and the low-level feature maps, which improves the robustness to multi-scale objects and recovers the loss of spatial  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s22062354">doi:10.3390/s22062354</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/35336525">pmid:35336525</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8949180/">pmcid:PMC8949180</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s52wnh2btjf5disgeobv2mx4ha">fatcat:s52wnh2btjf5disgeobv2mx4ha</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220318215256/https://mdpi-res.com/d_attachment/sensors/sensors-22-02354/article_deploy/sensors-22-02354.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/b4/db/b4dbd25d9c9e9eeb0cef9f60d10e8919e6e2aba6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s22062354"> <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/PMC8949180" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Uncovering the Nature of Urban Land Use Composition Using Multi-Source Open Big Data with Ensemble Learning

Ying Tu, Bin Chen, Wei Lang, Tingting Chen, Miao Li, Tao Zhang, Bing Xu
<span title="2021-10-22">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
In the first stage, we conducted object-based land use classification using crowdsourcing features derived from multi-source open big data and an automated ensemble learning approach.  ...  Recent advances in remote sensing and machine learning technologies have contributed to the mapping and monitoring of multi-scale urban land uses, yet there lacks a holistic mapping framework that is compatible  ...  Land use mix of Level I categories in Ningbo. (a) Maps of complexity index in the city center. (b) Maps of dominant rate in the city center.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs13214241">doi:10.3390/rs13214241</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jtwk6xtcsrglzkz7lbxq4uea7m">fatcat:jtwk6xtcsrglzkz7lbxq4uea7m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211102073251/https://mdpi-res.com/d_attachment/remotesensing/remotesensing-13-04241/article_deploy/remotesensing-13-04241-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/2f/98/2f9858469398d3a2f83df696c3d22ff6a3eb5cba.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs13214241"> <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 Survey of Change Detection Methods Based on Remote Sensing Images for Multi-Source and Multi-Objective Scenarios

Yanan You, Jingyi Cao, Wenli Zhou
<span title="2020-07-31">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;
Based on the survey, a general change detection framework, including change information extraction, data fusion, and analysis of multi-objective scenarios modules, is summarized.  ...  However, diverse multi-source features and change patterns bring challenges to the change detection in urban cases.  ...  Acknowledgments: Thanks to the guidance of Intelligent Perception and Computing Teaching and Research Office in BUPT, and thanks to the editors for their suggestions for this article.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs12152460">doi:10.3390/rs12152460</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/itc5ixwgrffuzgzyj2yrycaree">fatcat:itc5ixwgrffuzgzyj2yrycaree</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200807025829/https://res.mdpi.com/d_attachment/remotesensing/remotesensing-12-02460/article_deploy/remotesensing-12-02460.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/bb/d8/bbd8140b713b32c73cc06645b893fbec4ca665f8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs12152460"> <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>

Extracting Social and Community Intelligence from Digital Footprints: An Emerging Research Area [chapter]

Daqing Zhang, Bin Guo, Bin Li, Zhiwen Yu
<span title="">2010</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Different from other closely related research areas such as sensor-based activity recognition, the unique characteristics of this new SCI research area can be embodied in the following aspects:  ...  As a result of the recent explosion of sensor-equipped mobile phone market, the phenomenal growth of Internet and social network users, and the large deployment of sensor network in public facilities,  ...  For example, Emotional City (http://www.emotionalcities.com/) and D-Tower (www.d-toren.nl) collect citizen moods through daily Web surveys, and display the emotions of the city through the change of light-colors  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-16355-5_4">doi:10.1007/978-3-642-16355-5_4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2zlro5l4dvfhtpavzbojowxgo4">fatcat:2zlro5l4dvfhtpavzbojowxgo4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808154834/http://www.ayu.ics.keio.ac.jp/~bingo/research/Community%20Intelligence_UIC2010_Invited.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/c4/0e/c40e7336b30dd80e0ecace95fe7c48ac6ec8a057.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-16355-5_4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>
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