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Skip to Search Results- 4Signal Processing
- 2Deep Learning
- 2Image Processing
- 2Image Restoration
- 2InSAR Coherence Estimation
- 2Machine Learning
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Spring 2017
Mohammad Hosseini Dokht, Ramin
Mantle reflectivity structure provides critical information on the temperature and composition of the mantle. So far, these structures are obtained by independent analyses of amplitudes and timing information of reflected and converted seismic phases at mantle discontinuities. These approaches...
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Fall 2022
The objective of signal decomposition is to extract and separate distinct signal components from a composite signal. Signal decomposition has been studied in many applications, such as image, video, audio, and speech signals. This thesis focuses on the category of signal decomposition on...
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Scalable Solutions to Image Abnormality Detection and Restoration using Limited Contextual Information
DownloadFall 2020
Detecting and interpreting image abnormalities and restoring images are essential to many processing pipelines in diverse fields. Challenges involved include randomness and unstructured nature of image artefacts (from signal processing perspective) and performance constraints imposed by...
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Spring 2013
In this thesis, ultrasonic B-scan signal processing is investigated. A B-scan displays a cross-sectional view of the test piece and defects within it. Compared to A-scan signals, B-scan images offer more reliable fault detection. Nonetheless, traditional ultrasonic signal processing methods are...