Search Results - "Ansari, Homa"
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1
Study of Systematic Bias in Measuring Surface Deformation With SAR Interferometry
Published in IEEE transactions on geoscience and remote sensing (01-02-2021)“…This article investigates the presence of a new interferometric signal in multilooked synthetic aperture radar (SAR) interferograms that cannot be attributed…”
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Journal Article -
2
Efficient Phase Estimation for Interferogram Stacks
Published in IEEE transactions on geoscience and remote sensing (01-07-2018)“…Signal decorrelation poses a limitation to multipass SAR interferometry. In pursuit of overcoming this limitation to achieve high-precision deformation…”
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Journal Article -
3
Sequential Estimator: Toward Efficient InSAR Time Series Analysis
Published in IEEE transactions on geoscience and remote sensing (01-10-2017)“…Wide-swath synthetic aperture radar (SAR) missions with short revisit times, such as Sentinel-1 and the planned NISAR and Tandem-L, provide an unprecedented…”
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Journal Article -
4
Characterizing and correcting phase biases in short-term, multilooked interferograms
Published in Remote sensing of environment (15-06-2022)“…Interferometric Synthetic Aperture Radar (InSAR) is widely used to measure deformation of the Earth's surface over large areas and long time periods. A common…”
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Deep Learning for Subtle Volcanic Deformation Detection With InSAR Data in Central Volcanic Zone
Published in IEEE transactions on geoscience and remote sensing (2023)“…Subtle volcanic deformations point to volcanic activities, and monitoring them helps predict eruptions. Today, it is possible to remotely detect volcanic…”
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6
Measuring 3-D Surface Motion With Future SAR Systems Based on Reflector Antennae
Published in IEEE geoscience and remote sensing letters (01-02-2016)“…A conventional interferometric synthetic aperture radar (SAR) system provides 1-D line-of-sight motion measurements from repeat-pass observations…”
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FINE-TUNING CNNS FOR DECREASED SENSITIVITY TO NON-VOLCANIC DEFORMATION VELOCITY SIGNALS
Published in ISPRS annals of the photogrammetry, remote sensing and spatial information sciences (17-05-2022)“…Monitoring volcanic deformations allows us to track dynamic states of a volcano and to know where an eruptions could happen. Spaceborne Synthetic Aperture…”
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Journal Article -
8
Fading Signal: An Overlooked Error Source for Distributed Scatterer Interferometry
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11-07-2021)“…We reveal the presence of a peculiar physical signal which compromises the accuracy of Earth surface deformation estimates for distributed scatterers [1]. The…”
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Conference Proceeding -
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InSAR Displacement Time Series Mining: A Machine Learning Approach
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11-07-2021)“…Interferometric Synthetic Aperture Radar (InSAR)-derived surface displacement time series enable a wide range of applications from urban structural monitoring…”
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Conference Proceeding -
10
Explainability Analysis of CNN in Detection of Volcanic Deformation Signal
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17-07-2022)“…With improvement in the processing of synthetic aperture radar interferometry (InSAR) data, the detection of long-term volcanic de-formations becomes possible…”
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Conference Proceeding -
11
EMI: Efficient Temporal Phase Estimation and its Impact on High-Precision InSAR Time Series Analysis
Published in IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium (01-07-2019)“…Multitemporal phase estimation aims at the exploitation temporal data redundancy within the SAR time-series to reduce the impact of inherent stochastic and…”
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Conference Proceeding -
12
Evaluation of Ensemble Coherence as a Measure for Stochastic and Systematic Phase Inconsistencies
Published in IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium (01-07-2019)“…The presence of stochastic and systematic inconsistencies is a concern for the precision and interpretability of Interferometric Synthetic Aperture Radar…”
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Conference Proceeding -
13
Sequential estimator: A novel approach for efficient high-precision analysis of interferometric time series
Published in 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01-07-2017)“…Wide-swath satellite missions with short revisit times, such as Sentinel-1 and the planned NISAR and Tandem-L, provide an unprecedented wealth of…”
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Conference Proceeding -
14
Investigation of the Phase Bias in the Short Term Interferograms
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11-07-2021)“…Interferometric Synthetic Aperture Radar (InSAR) is a powerful tool for monitoring ground deformation associated with earthquakes, volcanoes, landslides, and…”
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Conference Proceeding -
15
Amplitude time series analysis in detection of persistent and temporal coherent scatterers
Published in 2014 IEEE Geoscience and Remote Sensing Symposium (01-07-2014)“…Constraining the deformation analysis to scatterers with high phase coherence, known as persistent scatterers (PS), in the InSAR time series plays a major role…”
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Conference Proceeding -
16
Sequential estimator for distributed scatterer interferometry
Published in 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01-07-2016)“…The launch of the wide-swath SAR missions with short repeat-pass cycles, such as Sentinel-1, will soon provide an unprecedented large InSAR data archive…”
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Conference Proceeding -
17
Tandem-L performance analysis for three dimensional earth deformation monitoring
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01-07-2015)“…Interferometric synthetic aperture radar (InSAR) measurements are merely sensitive to the deformation along the Line of Sight (LOS) direction of the sensor. To…”
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Conference Proceeding