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Toward Seamless Multiview Scene Analysis From Satellite to Street Level

Sebastien Lefevre, Devis Tuia, Jan Dirk Wegner, Timothee Produit, Ahmed Samy Nassar
2017 Proceedings of the IEEE  
In this paper, we discuss and review how combined multi-view imagery from satellite to street-level can benefit scene analysis.  ...  We review recent works that attempt to combine images taken from the ground and overhead views for purposes like scene registration, reconstruction, or classification.  ...  INTRODUCTION Traditionally, interpretation of satellite and aerial imagery has been approached separately from scene analysis based on imagery collected at street-level.  ... 
doi:10.1109/jproc.2017.2684300 fatcat:r3hyfdtjzzaknl25cpygxrcgq4

2019 Index IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Vol. 12

2019 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing  
Davari, A., +, JSTARS July 2019 2107-2120 Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification.  ...  Davari, A., +, JSTARS July 2019 2107-2120 Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification.  ... 
doi:10.1109/jstars.2020.2973794 fatcat:sncrozq3fjg4bgjf4lnkslbz3u

Application Challenges from a Bird's-Eye View [chapter]

Davide Scaramuzza
2017 Computer Vision in Vehicle Technology  
Furukawa Y and Ponce J 2010 Accurate, dense, and robust multiview stereopsis. IEEE Transactions on Pattern Analysis and Machine Intelligence 32, 1362-1376.  ...  Floros G and Leibe B 2012 Joint 2D-3D temporally consistent semantic segmentation of street scenes Proceedings of the conference on Computer Vision and Pattern Recognition.  ... 
doi:10.1002/9781118868065.ch6 fatcat:fsljmro5izhh5mp4z3hcrgstby

A Systematic Survey of ML Datasets for Prime CV Research Areas—Media and Metadata

Helder F. Castro, Jaime S. Cardoso, Maria T. Andrade
2021 Data  
ML tools require large amounts of information to learn from (ML datasets). These are costly to produce but have received reduced attention regarding standardization.  ...  We provide an extensive survey of the evolution and current state of MLCV datasets (1994 to 2019) for a set of specific CV areas as well as a quantitative and qualitative analysis of the results.  ...  It comprises a large and diverse set of stereo video sequences (containing street scenes from 50 different cities) and an extracted subset of their frames.  ... 
doi:10.3390/data6020012 fatcat:jov2btfknnet3bwpyn6txnrhda

A Learning Approach to Evaluate the Quality of 3D City Models

Oussama Ennafii, Arnaud Le Bris, Florent Lafarge, Clément Mallet
2019 Photogrammetric Engineering and Remote Sensing  
This allows, for the first time, to disentangle fidelity and modeling errors, whatever the level of details of the modeled buildings.  ...  It showed the necessity of multimodal remote sensing data and mixing training samples from various cities to ensure a stability of the detection ratios, even with very limited training set sizes.  ...  An analysis can also be drawn for atomic errors with respect to the best training scene.  ... 
doi:10.14358/pers.85.12.865 fatcat:wpjgrxkihbhbvmxnziv6ypbc7e

ICP [chapter]

2014 Computer Vision  
In contrast to direct measurement of lighting, the illumination information is inferred from cues within the scene, without use of a special probe or color calibration chart.  ...  Definition The purpose of illumination estimation is to determine the direction, intensity, and/or color of the lighting in a scene.  ...  Stitching techniques were originally used in photogrammetry to produce maps from aerial and satellite images.  ... 
doi:10.1007/978-0-387-31439-6_100030 fatcat:kfm7gu7zenb6tlz5qu26dvf3q4

A Critical Analysis of Image-based Camera Pose Estimation Techniques [article]

Meng Xu, Youchen Wang, Bin Xu, Jun Zhang, Jian Ren, Stefan Poslad, Pengfei Xu
2022 arXiv   pre-print
In this survey, we first introduce specific application areas and the evaluation metrics for camera localization pose according to different sub-tasks (learning-based 2D-2D task, feature-based 2D-3D task  ...  Then, we review common methods for structure-based camera pose estimation approaches, absolute pose regression and relative pose regression approaches by critically modelling the methods to inspire further  ...  They used Google street view 1 to produce a weakly supervised dataset.  ... 
arXiv:2201.05816v1 fatcat:5wskhyskivh5bh67icaj3pc5i4

City-wide Pilot Validation City-wide (D5.3)

Adriana Fernández-Fernández Et Al.
2020 Zenodo  
With the analysis of the street width and structure and review with Google Maps Satellite and Google Maps Street View streets with a high and low traffic volume, as well as streets for pedestrians were  ...  network): from the general network until the distribution cabinets and the distribution wiring: from the cabinets to the transmitters 40 m below street level (recommended depending local regulation)Way  ...  The measured value that the pilot test brings to the total is, at least 258 times lower than the permitted reference value.  ... 
doi:10.5281/zenodo.3786924 fatcat:d2pzt4kkefdtdgofkxfdokefiq

Towards Synoptic Water Monitoring Systems: A Review of AI Methods for Automating Water Body Detection and Water Quality Monitoring Using Remote Sensing

Liping Yang, Joshua Driscol, Sarigai Sarigai, Qiusheng Wu, Christopher D. Lippitt, Melinda Morgan
2022 Sensors  
An interactive web application designed to allow readers to intuitively and dynamically review the relevant literature was also developed.  ...  ., water quantity and water quality) are one of the most important environmental factors essential to improving climate-change resilience.  ...  Since GE version 4.3, Google fully integrated Street View into Google Earth. Street View displays 360 • panoramic street-level photos of select cities and their surroundings.  ... 
doi:10.3390/s22062416 pmid:35336587 pmcid:PMC8949619 fatcat:yik4lq6xq5afvbrsluso7zdroq

Industrial and Project Presentations [article]

Felipe A. Lozano, Francisco Serón
2003 Eurographics State of the Art Reports  
We are also grateful to Maritima Valenciana for their support of our research efforts and especially to Eduardo Orellana for his faith in our work.  ...  We thank our project partners Acknowledgements The GAMA project is being supported by grants 1FD97-2158-C04-01 and TIC2002-04166-C03-01 from the European Community and the Spanish Ministry of Science  ...  The project is designed as to gradually evolve towards higher levels of automation in the processing, on the one hand, and more complicated types of shapes and scenes, on the other.  ... 
doi:10.2312/egid.20031006 fatcat:loh7chebubg2vatd5syfugub24

Mobility Prediction: A Survey on State-of-the-Art Schemes and Future Applications

Hongtao Zhang, Lingcheng Dai
2019 IEEE Access  
Moreover, the learning perspective of solutions to mobility prediction has been studied.  ...  Therefore, mobility prediction in wireless networks is of great importance and many works have been dedicated to this issue.  ...  From the perspective of positioning principles, the fundamental positioning techniques can be classified as four types: trilateration, scene analysis, proximity and hybrid [33] , [34] .  ... 
doi:10.1109/access.2018.2885821 fatcat:uz74ihsawbgw3g4xnkt4m5bvoe

Fourteen Years of Software Engineering at ETH Zurich [article]

Bertrand Meyer
2017 arXiv   pre-print
A Chair of Software Engineering existed at ETH Zurich, the Swiss Federal Insti-tute of Technology, from 1 October 2001 to 31 January 2016, under my leader-ship.  ...  quality and friendly atmosphere of TOOLS attracted a growing set of satellite conferences.  ...  To ask for directions in the streets of Zurich, I could use 16 Ist das denn meine Strasse? O Bächlein, sprich, wohin?  ... 
arXiv:1712.05078v2 fatcat:g4z4x7gn3zdmvpc7uaan55mw24

Design of large polyphase filters in the Quadratic Residue Number System

Gian Carlo Cardarilli, Alberto Nannarelli, Yann Oster, Massimo Petricca, Marco Re
2010 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers  
scene sparsity.  ...  Using techniques from the model-based compressive sensing literature we demonstrate that it is possible to robustly capture, reconstruct and localize multiple signals present in the scene.  ... 
doi:10.1109/acssc.2010.5757589 fatcat:ccxnu5owr5fyrcjcqukumerueq

Application challenges from a bird's eye view

Davide Scaramuzza
2017
Furukawa Y and Ponce J 2010 Accurate, dense, and robust multiview stereopsis. IEEE Transactions on Pattern Analysis and Machine Intelligence 32, 1362-1376.  ...  Floros G and Leibe B 2012 Joint 2D-3D temporally consistent semantic segmentation of street scenes Proceedings of the conference on Computer Vision and Pattern Recognition.  ... 
doi:10.5167/uzh-138894 fatcat:xarqqethazdexfddbrv6duezgq

Full Issue PDF

2014 SMPTE Motion Imaging Journal  
to collect the data necessary to perform carbon emissions analysis.  ...  Flicker is an irregularity bétween successive frames in the total amount of reflected light from the screen, other than that purposely created, from a given scene Flicker is due not only to the frame frequency  ... 
doi:10.5594/j18459 fatcat:yyo344zs6fad3olb56kowws7ke
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