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A Scalable deep learning framework for autonomous road asset classification
Title
A Scalable deep learning framework for autonomous road asset classification
Author
Nouri Gooshki, Sadegh
Date Created
2019
Subjects--Topical
Artificial intelligence
Description
The focus of this thesis is on automation in road asset inspection using deep neural networks. Even though some progress has been made in automation of data collection and condition assessment, the amount of manual operation and the cost of road i...
Characterization of microtopography and its impact on carbon dynamics in coastal wetlands using close-range remote sensing
Title
Characterization of microtopography and its impact on carbon dynamics in coastal wetlands using close-range remote sensing
Author
Shukla, Tarini
Date Created
2023
Subjects--Topical
Remote sensing, Environmental sciences, Biogeochemistry
Description
The spatial heterogeneity of microtopography where variation in elevation is less than a meter plays a significant role in ecological, hydrological, and biogeochemical processes. The microtopography can be categorized into microtopographic feature...
Classification and Pixel-Level Segmentation of Asphalt Pavement Cracks Using Convolutional Neural Networks
Title
Classification and Pixel-Level Segmentation of Asphalt Pavement Cracks Using Convolutional Neural Networks
Author
Adnan, Tamim
Date Created
2023
Subjects--Topical
Engineering
Description
This study was conducted to answer two research questions. How do the chosen CNN models perform on publicly available asphalt pavement crack datasets for classification and segmentation? And how can these CNN models be fine-tuned to improve their ...
Supervised Projective Learning for Electroencephalography Analysis
Title
Supervised Projective Learning for Electroencephalography Analysis
Author
Grear, Tyler
Date Created
2021
Subjects--Topical
Physics
Description
The brain-computer interface has emerged as a promising field of research with the capacity to significantly transform multiple technological sectors. The imagining of limb movement known as motor imagery (MI) serves as an auspicious paradigm for ...