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TAXONOMY OF NATURE INSPIRED COMPUTATIONAL INTELLIGENCE IN DIGITAL IMAGE PROCESSING FOR HARSH WEATHER

Meenu .
2017 International Journal of Advanced Research in Computer Science  
Researchers have shown keen Interest on the application of natural inspired techniques and proved as an efficient approach to build versatile and adaptable system to solve non linear problem which are  ...  The concept of harsh weather image processing is generally vague, ambiguous and imprecise. Limited work is carried out in many outdoor computer vision applications.  ...  etc. could be adapted and implemented for real time scenarios such as in satellite imaging applications .  ... 
doi:10.26483/ijarcs.v8i8.4563 fatcat:wc24qngq6zbdtnlet2vryohk74

Satellite Image Time Series Clustering via Time Adaptive Optimal Transport

Zheng Zhang, Ping Tang, Weixiong Zhang, Liang Tang
2021 Remote Sensing  
Satellite Image Time Series (SITS) have become more accessible in recent years and SITS analysis has attracted increasing research interest.  ...  In this paper, we introduce a new time series similarity measure method named time adaptive optimal transport (TAOT) to the application of SITS clustering.  ...  Acknowledgments: We would like to thank Dino Ienco and Raffaele Gaetano for releasing the TiSeLaC (Time Series Land Cover Classification Challenge) Reunion Island dataset.  ... 
doi:10.3390/rs13193993 fatcat:f6ietev7kzacfculspoag4joai

3D Point Cloud-Based Tree Canopy Visualization for a Smart Deployment of Mobile Communication Systems [chapter]

Yunus Egi, Engin Eyceyurt
2021 Data Visualization [Working Title]  
This chapter presents 3D point cloud visualization via sensor fusion and 2D image color classification techniques, which lead to a novel propagation model for the smart deployment of MCS.  ...  and Ranging (LiDAR), Image Processing, and Machine Learning to increase efficiency.  ...  17 3D Point Cloud-Based Tree Canopy Visualization for a Smart Deployment of Mobile… DOI: http://dx.doi.org /10.5772/intechopen.96179  ... 
doi:10.5772/intechopen.96179 fatcat:wsharouhundavigiy7zzeo2iaa

A Dynamic Enhancement With Background Reduction Algorithm: Overview and Application to Satellite-Based Dust Storm Detection

Steven D. Miller, Richard L. Bankert, Jeremy E. Solbrig, John M. Forsythe, Yoo-Jeong Noh, Lewis D. Grasso
2017 Journal of Geophysical Research - Atmospheres  
This paper describes a Dynamic Enhancement Background Reduction Algorithm (DEBRA) applicable to multispectral satellite imaging radiometers.  ...  Problems arise when parts of ourthe image share properties with ourthe feature of interest, masquerading as false alarms and confusing our interpretation.  ...  Code associated with DEBRA processing may be obtained via licensing agreement from the Naval Research Laboratory, Monterey, CA.  ... 
doi:10.1002/2017jd027365 fatcat:kikalthvkrdwfgs7hnucqph3py

Estimation of ocean surface currents from maximum cross correlation applied to GOCI geostationary satellite remote sensing data over the Tsushima (Korea) Straits

M. A. Warren, G. D. Quartly, J. D. Shutler, P. I. Miller, Y. Yoshikawa
2016 Journal of Geophysical Research - Oceans  
Using simulated data it was found that patchy cloud cover occupying 25% of the image pair reduces the number of vectors by 20% compared to using perfect images.  ...  Root mean square errors between the MCC and HF radar velocities are of the order of 20 cm s 21 .  ...  Acknowledgments We are grateful to the Korea Ocean Satellite Center (KOSC) and Korean Institute of Ocean Science and Technology (KIOST) for provision of the GOCI data.  ... 
doi:10.1002/2016jc011814 fatcat:vp4ggda4r5d57bse7rdwe6mmau

Sargassum Detection Using Machine Learning Models: A Case Study with the First 6 Months of GOCI-II Imagery

Jisun Shin, Jong-Seok Lee, Lee-Hyun Jang, Jinwook Lim, Boo-Keun Khim, Young-Heon Jo
2021 Remote Sensing  
This study aims to detect Sargassum distribution on the coast of Jeju Island using the Geostationary KOMPSAT 2B (GK2B) Geostationary Ocean Color Imager-II (GOCI-II) imagery that was launched in February  ...  We trained the models with the GOCI-II Rayleigh-corrected reflectance (RhoC) image and a ground truth map extracted from high-resolution images as input and output, respectively.  ...  Acknowledgments: The authors thank the Ministry of Oceans and Fisheries (MOF) for providing red tide information. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/rs13234844 fatcat:yepdbi2d4zblriiomrbis3goje

Image Transport Quality? No Problem

Jack Heneghan
2002 SMPTE Motion Imaging Journal  
After the images are edited, composited effects added, and all operations in the workstation completed, they are transferred back to the disk via SCSI and then to mas- ter final color grading and digital  ...  Satellite systems can run at 10-9 BER, one bit lost for every gigabit sent, down to 10-6 BER or worse if clouds and rain interfere.  ... 
doi:10.5594/j16346 fatcat:gdbflicx7nenthwce2cntzxqgy

Illuminating the Capabilities of the Suomi National Polar-Orbiting Partnership (NPP) Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band

Steven Miller, William Straka, Stephen Mills, Christopher Elvidge, Thomas Lee, Jeremy Solbrig, Andi Walther, Andrew Heidinger, Stephanie Weiss
2013 Remote Sensing  
These novel low-light measurements open doors to a wealth of new interdisciplinary research topics while lighting a pathway toward the optimized design of follow-on satellite based low light visible sensors  ...  Via a combination of terrestrial and extraterrestrial light sources, such observations are always available-expanding many current existing applications while enabling entirely new capabilities.  ...  Acknowledgments We thank our Reviewers and Remote Sensing's Chief Editor for their helpful recommendations toward improving this manuscript. We also thank Jody Russell  ... 
doi:10.3390/rs5126717 fatcat:3q2bvqq4inairmxgale2kcu67a

Ship Detection in Multispectral Satellite Images Under Complex Environment

Xiaoyang Xie, Bo Li, Xingxing Wei
2020 Remote Sensing  
This network combines the aforementioned reflectance and the color information of multispectral images to jointly verify the regions with ships.  ...  Extensive experiments have been conducted on multispectral images from four satellites under different weather and environmental conditions to demonstrate the effectiveness and efficiency of the proposed  ...  In the verification stage, the optimal synthesized false color image for feature fusion has been analyzed.  ... 
doi:10.3390/rs12050792 fatcat:dlcpu5ix6zfk5dao5juiyegsjq

An aerosol boomerang: Rapid around-the-world transport of smoke from the December 2006 Australian forest fires observed from space

Ruud J. Dirksen, K. Folkert Boersma, Jos de Laat, Piet Stammes, Guido R. van der Werf, Maria Val Martin, Hennie M. Kelder
2009 Journal of Geophysical Research  
Using observations from OMI and the CALIOP (Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observation) spaceborne lidar, we show that the plume resided in the high troposphere at different stages  ...  removal of the aerosol particles is by scavenging.  ...  Mark Kroon incited us to study the December 2006 Australian forest fires and, together with Pieternel Levelt, provided useful comments to this manuscript.  ... 
doi:10.1029/2009jd012360 fatcat:ptqgyhoqm5bpflqtynlcvpei2q

SAT-Hadoop-Processor: A Distributed Remote Sensing Big Data Processing Software for Earth Observation Applications

Badr-Eddine Boudriki Semlali, Felix Freitag
2021 Applied Sciences  
The developed software discarded 86% of the unneeded daily files and removed around 20% of the erroneous and inaccurate datasets. The parallel processing optimized the total execution time by 90%.  ...  This paper proposes a new distributed software for remote sensing data pre-processing and ingestion using cloud computing technology, specifically OpenStack.  ...  First, we plan to optimize the SAT-Hadoop-Processor to support satellite images (pixels) from optical sensors onboard Landsat and Sentinel.  ... 
doi:10.3390/app112210610 fatcat:4lafndur6jbq3irk4zdlukcn6m

Hyperspectral imaging utility for transportation systems

Raj Bridgelall, J. Bruce Rafert, Denver Tolliver, Jerome P. Lynch
2015 Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2015  
Unlike panchromatic, color, and infrared imaging, each layer of a hyperspectral image pixel records reflectance intensity from one of dozens or hundreds of relatively narrow wavelength bands that span  ...  The global transportation system is massive, open, and dynamic.  ...  The EO-1 satellite revisits the same ground area every 16 days, but weather and cloud cover can prevent image acquisition.  ... 
doi:10.1117/12.2083957 fatcat:olsrzrrygzbgvfueq7mj3xl6na

Satellite perspective of aerosol intercontinental transport: From qualitative tracking to quantitative characterization

Hongbin Yu, Lorraine A. Remer, Ralph A. Kahn, Mian Chin, Yan Zhang
2013 Atmospheric research  
We review how the current generation of satellite measurements have been used to (1) characterize the evolution of aerosol plumes (e.g., both horizontal and vertical transport, and properties) on an episodic  ...  Evidence of aerosol intercontinental transport (ICT) is both widespread and compelling.  ...  Acknowledgments HY, LAR, MC, and YZ acknowledge the NASA support of this work via NNXAH66G (The Science of Terra and Aqua program) and NNX11AJ91G (Atmospheric Composition Modeling and Analysis -ACMAP program  ... 
doi:10.1016/j.atmosres.2012.12.013 fatcat:ehkatwundngo3cvo2cri64izem

Introducing the geostationary environment monitoring spectrometer

Won Jun Choi
2018 Journal of Applied Remote Sensing  
The calculation algorithm utilizes a nonlinear optimal estimation to minimize the difference between measured and simulated spectral radiances and the difference between retrieved and a priori state vectors  ...  imager, the Geostationary Ocean Color Imager-II (GOCI-II). 24 Both sensors will be launched onboard GeoKOMPSAT-2B (GK-2B) as part of the GK-2 mission, which consists of two satellites (GK-2A/B): 25  ...  He is also involved in the development of optical equipment for satellites. Jhoon Kim is a professor at Yonsei University.  ... 
doi:10.1117/1.jrs.12.044005 fatcat:udugbz53avbahazu5dtohuqgla

Papers by Title

2019 2019 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)  
Removal of Impulse Noise in Color Images Perceiving the World with Hearing in Virtual Reality Performance Analysis of Optical CDMA Systems With Code Allocation Method Performance Analysis of Patch  ...  Networks On the simplification of multi-focus image fusion using dictionary-based sparse representation On the Study of Shortest-path Problem on Coal-transportation Networks using Dijkstra's Algorithm  ... 
doi:10.1109/icce-tw46550.2019.8991721 fatcat:62376ymadzge3g5xomicr5tesq
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