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Adaptive Feature Weighted Fusion Nested U-Net with Discrete Wavelet Transform for Change Detection of High-Resolution Remote Sensing Images

Congcong Wang, Wenbin Sun, Deqin Fan, Xiaoding Liu, Zhi Zhang
<span title="2021-12-07">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;
positioning in high-resolution remote sensing images change detection.  ...  To address the problems, a network architecture based on 2-dimensional discrete wavelet transform and adaptive feature weighted fusion is proposed.  ...  In addition, we also thank other researchers for creating and providing publicly available datasets. Conflicts of Interest: The authors declare no conflict of interest. Remote Sens. 2021, 13, 4971  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs13244971">doi:10.3390/rs13244971</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/svs2mdep4rfcni3ciksv7fngly">fatcat:svs2mdep4rfcni3ciksv7fngly</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211216095204/https://mdpi-res.com/d_attachment/remotesensing/remotesensing-13-04971/article_deploy/remotesensing-13-04971-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/de/99/de99ecafabed5809c8d858eb165a226c6176ef6e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs13244971"> <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>

2019 Index IEEE Transactions on Geoscience and Remote Sensing Vol. 57

<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4odsbtjobjalfki6xxabjpdu6y" style="color: black;">IEEE Transactions on Geoscience and Remote Sensing</a> </i> &nbsp;
., Incorporating Temporary Coherent Li, X., Yeo, T.S., Yang, Y., Chi, C., Zuo, F., Hu, X., and Pi, Y., Refo-cusing and Zoom-In Polar Format Algorithm for Curvilinear Spotlight SAR Imaging on Arbitrary  ...  B., Dong, X., and Li, Y., Geosynchronous SAR Tomography: Theory and First Experimental Verification Using Beidou IGSO Satellite; TGRS Sept. 2019 6591-6607 Hu, F., Wu, J., Chang, L., and Hanssen, R.F  ...  ., +, TGRS March 2019 1545-1560 Achieving Super-Resolution Remote Sensing Images via the Wavelet Transform Combined With the Recursive Res-Net.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tgrs.2020.2967201">doi:10.1109/tgrs.2020.2967201</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kpfxoidv5bgcfo36zfsnxe4aj4">fatcat:kpfxoidv5bgcfo36zfsnxe4aj4</a> </span>
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Water-Body Segmentation for SAR Images: Past, Current, and Future

Zhishun Guo, Lin Wu, Yabo Huang, Zhengwei Guo, Jianhui Zhao, Ning Li
<span title="2022-04-06">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a> </i> &nbsp;
Synthetic Aperture Radar (SAR), as a microwave sensor that can sense a target all day or night under all-weather conditions, is of great significance for detecting water resources, such as coastlines,  ...  Secondly, how Deep Learning (DL) methods are applied and optimized in the task of water-body segmentation for SAR images is summarized from the two levels of pixel and image.  ...  HRNet is one of the latest network models for semantic segmentation, typically retaining the features of the high-resolution, while extracting low-resolution features.  ... 
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Table of Contents

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/msfmoh6v7bdk7lrsmtbklto74i" style="color: black;">IEEE Signal Processing Letters</a> </i> &nbsp;
Zhu 980 Improved Covariance Matrix Estimation With an Application in Portfolio Optimization . . . . . S. Deshmukh and A. Dubey 985 A Fast Image Fusion With Discrete Cosine Transform .  ...  Mahato 690 Asymptotical Optimality of Change Point Detection With Unknown Discrete Post-Change Distributions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Werner 1839 Model Parameter Learning for Real-Time High-Resolution Image Enhancement . . . . . . . . . . . . Y. Song, Y. Zhu, and X.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/lsp.2020.3040840">doi:10.1109/lsp.2020.3040840</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ezrfzwo6tjbkfhohq2tgec4m6y">fatcat:ezrfzwo6tjbkfhohq2tgec4m6y</a> </span>
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2020 Index IEEE Signal Processing Letters Vol. 27

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/msfmoh6v7bdk7lrsmtbklto74i" style="color: black;">IEEE Signal Processing Letters</a> </i> &nbsp;
., +, LSP 2020 1060-1064 MRI and SPECT Image Fusion Using a Weighted Parameter Adaptive Dual Channel PCNN.  ...  ., +, LSP 2020 206-210 MRI and SPECT Image Fusion Using a Weighted Parameter Adaptive Dual Channel PCNN.  ... 
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Table of Contents

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/msfmoh6v7bdk7lrsmtbklto74i" style="color: black;">IEEE Signal Processing Letters</a> </i> &nbsp;
Hanbay 660 Asymptotical Optimality of Change Point Detection With Unknown Discrete Post-Change Distributions .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Cho 860 A Fast Image Fusion With Discrete Cosine . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Q.  ...  Schwarz 1799 Model Parameter Learning for Real-Time High-Resolution Image Enhancement . . . . . . . . . . . . Y. Song, Y. Zhu, and X.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/lsp.2020.3040844">doi:10.1109/lsp.2020.3040844</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xpovskhrvfgctk3hhufuvpyyne">fatcat:xpovskhrvfgctk3hhufuvpyyne</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210118073739/https://ieeexplore.ieee.org/ielx7/97/8966529/09320492.pdf?tp=&amp;arnumber=9320492&amp;isnumber=8966529&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/1a/9a/1a9a8e66147e6ea88566df58660cf2487be1fa1f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/lsp.2020.3040844"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Research Contribution and Comprehensive Review towards the Semantic Segmentation of Aerial Images Using Deep Learning Techniques

P. Anilkumar, P. Venugopal, Mamoun Alazab
<span title="2022-03-20">2022</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sdme5pnua5auzcsjgqmqefb66m" style="color: black;">Security and Communication Networks</a> </i> &nbsp;
and remote-sensing images.  ...  to be used as a reference for developing the new semantic image segmentation models in the future.  ...  Acknowledgments e authors acknowledge the help of the Vellore Institute of Technology, Vellore, India, for giving excellent assets to this work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2022/6010912">doi:10.1155/2022/6010912</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qxoogfb3zneypkh5w3m5p3ts3e">fatcat:qxoogfb3zneypkh5w3m5p3ts3e</a> </span>
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2020 Index IEEE Transactions on Instrumentation and Measurement Vol. 69

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ezthgawmfbeczntonmx4gfjvtm" style="color: black;">IEEE Transactions on Instrumentation and Measurement</a> </i> &nbsp;
Converter Using All-Digital Nested Delay-Locked Loops With 50-ps Resolution and High Throughput for LiDAR TIM Nov. 2020 9262-9271 Helsen, J., see Huchel, L., TIM July 2020 4145-4153 Hemavathi, N.,  ...  Meenalochani, M., and Sudha, S., Influence of Received Signal Strength on Prediction of Cluster Head and Number of Rounds; TIM June 2020 3739-3749 Hendeby, G., see Kasebzadeh, P., TIM Aug. 2020 5862  ...  Dobrowiecki, T.P., TIM March 2020 907-915 Discrete wavelet transforms A Feature Extraction Method Using Linear Model Identification of Voltammetric Electronic Tongue.  ... 
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2021 Index IEEE Transactions on Signal Processing Vol. 69

<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gkn2pu46ozb4tmkxczacnmtvkq" style="color: black;">IEEE Transactions on Signal Processing</a> </i> &nbsp;
The Author Index contains the primary entry for each item, listed under the first author's name.  ...  The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination.  ...  ., +, TSP 2021 5611-5626 Image texture Deep Scattering Network With Fractional Wavelet Transform.  ... 
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Table of Contents

<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gkn2pu46ozb4tmkxczacnmtvkq" style="color: black;">IEEE Transactions on Signal Processing</a> </i> &nbsp;
Zhang Bilateral Spectrum Weighted Total Variation for Noisy-Image Super-Resolution and Image Denoising . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Perera Deep Scattering Network With Fractional Wavelet Transform . . . . ..X. Wu, H. Shao, J. Lin, Q. Li, and Q.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tsp.2021.3136800">doi:10.1109/tsp.2021.3136800</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zhf46mb3rbdlnnh3u2xizgxof4">fatcat:zhf46mb3rbdlnnh3u2xizgxof4</a> </span>
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Table of contents

<span title="2021-06-06">2021</span> <i title="IEEE"> ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) </i> &nbsp;
of Sciences, China IVMSP-28.6: IMAGE GENERATION BASED ON TEXTURE GUIDED VAE-AGAN FOR .................................. 2250 REGIONS OF INTEREST DETECTION IN REMOTE SENSING IMAGES Libao Zhang, Yanan Liu  ...  , Southwest Jiaotong University, China; Shouhong Ding, Youtu Lab,Tencent, China IVMSP-2.4: EXPLOITING THE DUAL-TREE COMPLEX WAVELET TRANSFORM FOR .................................. 2390 SHIP WAKE DETECTION  ... 
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Learning Neural Textual Representations for Citation Recommendation

Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
<span title="2021-01-10">2021</span> <i title="IEEE"> 2020 25th International Conference on Pattern Recognition (ICPR) </i> &nbsp;
: An Improved Neural Network Based on U-Net for Building Segmentation in Remote Sensing Images DAY 2 -Jan 13, 2021 Mei, Ling; Lai, Jian-huang; Feng, Zhanxiang; Xie, Xiaohua 346 Open-World Group  ...  Wavelet Transform DAY 1 -Jan 12, 2021 Li, Zhihua; Zhang, Zheng; Yin, Lijun 1392 SAT-Net: Self-Attention and Temporal Fusion for Facial Action Unit Detection DAY 1 -Jan 12, 2021 Rakesh Kumar  ... 
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ICASSP 2020 Table of Contents

<span title="">2020</span> <i title="IEEE"> ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) </i> &nbsp;
TOPOLOGY OPTIMIZATION FOR IMAGE DENOISING Wengtai Su, National Tsing Hua University, Taiwan; Gene Cheung, Richard P.  ...  U-NET WITH CROSS-LAYER INTERSECTION FOR DETECTION .......................................... 2982 AND LOCALIZATION OF IMAGE FORGERY Rongyu Zhang, Jiangqun Ni, Sun Yat-Sen University, China IDSP-L1: SIGNAL  ...  IVMSP-P10.4: Y-NET: MULTI-SCALE FEATURE AGGREGATION NETWORK WITH ... .... 2623 GHOST REMOVAL Kareem Metwaly, Vishal Monga, Pennsylvania State University, United States .... 2628 WAVELET STRUCTURE  ... 
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Computer and Information Science, Vol. 2, No. 1, February 2009, all in one file, Part A

Editor CIS
<span title="2009-01-15">2009</span> <i title="Canadian Center of Science and Education"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/e3eberciqvbc3am2h4ordzdxu4" style="color: black;">Computer and Information Science</a> </i> &nbsp;
The value of this framework is that, with use of it, organisations can evaluate their development methodology with respect to the key features of it before implementing any methodology as well as expending  ...  Methodology comparison is done with the following purposes: (Avison, 2006) Academic purpose: for better understanding the nature of methodologies (goals, philosophy, characteristics and so on.) in order  ...  The occurrence of RIA offers a sort of effective mechanism about information display, organization, sharing and utilization for WEBVR.  ... 
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Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review

Alberto Signoroni, Mattia Savardi, Annalisa Baronio, Sergio Benini
<span title="2019-05-08">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/au3ye363lzbdroopx7rzfyv63m" style="color: black;">Journal of Imaging</a> </i> &nbsp;
Deep learning approaches certainly offer a great variety of opportunities for solving classical imaging tasks and also for approaching new stimulating problems in the spatial–spectral domain.  ...  The presence of these two viewpoints and the inclusion of application fields other than Remote Sensing are the original contributions of this review, which also highlights some potentialities and critical  ...  Instead, in [75] , DBNs were fed with a 3D discrete wavelet transformation on the input HSI data.  ... 
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