【ニュースリリース】マルチビーム型の電子顕微鏡手法を新たに開発 －少ない測定点から高精細像を短時間で構成することが可能－ 本手法により、電子顕微鏡計測の高速化を実現。 材料の化学状態・電子状態の高速マッピングへの応用が期待され、半導体開発やエネルギー材料研究への展開も見込まれます。 👉詳しくはこちら：jeol.co.jp/news/pr/20260410.… #ElectronMicroscopy #STEM #MaterialsScience #CompressiveSensing　 @sciencetokyo_ja @UTokyo_News #JEOL

Computer-Vision-Oriented Adaptive Sampling in Compressive Sensing mdpi.com/1424-8220/24/13/434… #compressivesensing #dataacquisition #computervision

#JSAP Review article 👉 jstage.jst.go.jp/article/jsa… Research Report Ultra-sensitive hyperspectral camera using compressive sensing Motoki Yako, Yoshikazu Yamaoka, Koji Shibuno, and Atsushi Ishikawa JSAP Rev. 2024, 240407 #JSAPReview #HyperspectralCamera #CompressiveSensing

🔔 New article: Wan et. al. propose a #tensor optimization model, based on low-rank coefficient tensor and global prior (#LRCTGP), for #hyperspectral image reconstruction. 🔗 doi.org/10.1080/01431161.202… #IJRS #RemoteSensing #CompressiveSensing #HSI

Prof. Samrat L. Sabat, Hyderabad Central University delivered a distinguished talk on "Compressive sensing on the Internet of Things (IoT)". Prof. Sabat explored various aspects related to #iot platform structures and highlighted the significance of compressive sensing techniques in the realm of temporal signals. We are enthralled by his expertise and insights into this cutting-edge field, gaining a deeper understanding of how compressive sensing can revolutionize IoT applications. #seminar #distinguishedtalk #iot #internetofthings #compressivesensing #smartdevices #wirelesssensing #SignalProcessing #BigData #technologytrends #NIST #thenistian #nistbrahmapur #berhampur #Odisha

Our review paper "Physics-Inspired Compressive Sensing: Beyond Deep Unrolling" is published in IEEE Signal Process. Mag. 😀 It delves into deep algorithm-unrolled networks for image #CompressiveSensing. @IEEEspm @IEEEsps @IEEEimaging 🖱️Check it out now: ieeexplore.ieee.org/document…

Joint Sparsity for TomoSAR Imaging in Urban Areas Using Building POI and TerraSAR-X Staring Spotlight Data mdpi.com/1424-8220/21/20/688… #TomographicSAR #CompressiveSensing

Resolving Multi-Path Interference in Compressive Time-of-Flight Depth Imaging with a Multi-Tap Macro-Pixel Computational CMOS Image Sensor mdpi.com/1424-8220/22/7/2442 @osaka_univ_e #compressivesensing #CMOSimagesensor #multipathinterference

Thank you @SciResMatters, @gubbilabs for featuring our research and @iitbombay for the support. It really feels special. 😇 #LidarCSNet #CompressiveSensing #DeepLearning #LiDAR #3Dreconstruction #3Dclassification #urban #forests

F. Viani, G. Oliveri and A. Massa, "#CompressiveSensing Pattern Matching Techniques for Synthesizing Planar Sparse #Arrays," in IEEE Transactions on Antennas and Propagation (@ieeetap), vol. 61, no. 9, pp. 4577-4587, Sept. 2013, doi: 10.1109/TAP.2013.2267195.

L. Poli, G. Oliveri and A. Massa, "Microwave #Imaging Within the First-Order Born Approximation by Means of the Contrast-Field Bayesian #CompressiveSensing," in IEEE Transactions on Antennas and Propagation, vol. 60, no. 6, pp. 2865-2879, June 2012, doi: 10.1109/TAP.2012.2194676.

Via #OPG_Optica: Compressive hyperspectral Raman imaging via randomly interleaved scattering projection ow.ly/gg0950H5GFs #RamanSpectroscopy #CompressiveSensing

A Comprehensive Survey on #SpectrumSensing in #CognitiveRadio Networks: Recent Advances, New Challenges, and Future Research Directions @UofNorthDakota 👉mdpi.com/1424-8220/19/1/126 #narrowbandsensing #widebandsensing #compressivesensing #machinelearning

Our work on leveraging Deep Learning for 3D LiDAR Point Cloud Classification and Compressive Sensing based 3D Reconstruction, has been accepted in the @isprs Journal of Photogrammetry and RemoteSensing! #LiDAR #Classification #pointCloud #CompressiveSensing #3D #academicTwitter

A review article on #CompressiveSensing in Fluorescence Microscopy from my colleagues @AndreaBassi78 @DanieleAncora1 @Gianmar74377065 @glucavalentini @albeg91 from @fisipolimi @polimi finally out on an @ElsevierConnect journal ---> read at doi.org/10.1016/j.pbiomolbio…

Finally out, our review article on Compressive Sensing in Fluorescence Microscopy. doi.org/10.1016/j.pbiomolbio… @DanieleAncora1 @Gianmar74377065 @glucavalentini @albeg91 #CompressedSensing #CompressiveSensing

For #SpotlightSunday, view Spotlight Analysis of the #OSA_OL paper Image-free real-time 3-D tracking of a fast-moving object using dual-pixel detection ow.ly/8AZl50BYwSG Spotlight Summary by Pavan Chandra Konda #CompressiveSensing #ObjectTracking

Our work on “#Nonlocal #CompressiveSensing-Based #SAR #Tomography”, which enables to use few interferograms to achieve accurate 3-D reconstruction. @IEEE_GRSS #TGRS Link to paper: ieeexplore.ieee.org/stamp/st…

#RSHighlyCitedPaper Nonlocal Tensor Sparse Representation and Low-Rank Regularization for #HyperspectralImage #CompressiveSensing Reconstruction By Jize Xue, Yongqiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan. 👉mdpi.com/2072-4292/11/2/193/… #remotesensing #cubetensor #CSR #HSI

arxiv.org/pdf/1708.04669.pdf CompressiveSensingつまり画素を間引いて画像を得てもDNNを使い従来の再帰的な最適化手法よりも高速(3倍)かつ復元性能で高いPSNRを達成、Adversarial Lossで更に改善。プロトタイプで実験し有効性を確認。最初のFC層がパラメータ多いのでcirculantレイヤーで代替し95%軽量化。