Browsing MIT Libraries by Title
Now showing items 38140-38159 of 61802
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Multimodal Data Fusion for Deep Learning Applications in Intracoronary Image Segmentation
(Massachusetts Institute of Technology, 2023-06)This thesis describes steps towards the construction of a multi-anatomical, multimodal segmentation and co-registration platform for intracoronary images. Although manual annotation and co-registration of intracoronary ... -
Multimodal Data Fusion for Estimating Electricity Access and Demand
(Massachusetts Institute of Technology, 2023-09)Electric power is a key enabler for economic development; nevertheless, 770 million people live without electricity access and 3.5 billion have unreliable connections. There is general consensus that the global community ... -
Multimodal dynamics : self-supervised learning in perceptual and motor systems
(Massachusetts Institute of Technology, 2006)This thesis presents a self-supervised framework for perceptual and motor learning based upon correlations in different sensory modalities. The brain and cognitive sciences have gathered an enormous body of neurological ... -
Multimodal Environmental Interfaces : discrete and continuous changes of form, light, and color using natural modes of expression
(Massachusetts Institute of Technology, 2014)In this thesis, I defined and implemented a framework for design and evaluation of Multinodal Environmental Interfaces. Multimodal Environmental Interfaces allow users to control form, light, and color using natural modes ... -
A multimodal galaxy-based geographic system
(Massachusetts Institute of Technology, 2003) -
Multimodal generative models for storytelling
(Massachusetts Institute of Technology, 2021)Storytelling is an open-ended task that entails creative thinking and requires a constant flow of ideas. Generative models have recently gained momentum thanks to their ability to identify complex data's inner structure ... -
Multimodal implications of a unimodal investment : the benefits measurement
(Massachusetts Institute of Technology, 1980) -
Multimodal integration in embodied conversational kiosk with augmented reality
(Massachusetts Institute of Technology, 2001) -
Multimodal integration of EEG and MEG data using minimum ℓ₂-norm estimates
(Massachusetts Institute of Technology, 2007)The aim of this thesis was to study the effects of multimodal integration of electroencephalography (EEG) and magnetoencephalography (MEG) data on the minimum ℓ₂-norm estimates of cortical current densities. We investigated ... -
Multimodal Learning Methods for the Fundamentals of Atomic Force Microscopy
(Massachusetts Institute of Technology, 2021-06)Nanotechnology is a specialized field which requires an in-depth understanding of unintuitive concepts and significant capital for equipment. These requirements pose a large barrier to entry for the field and can intimidate ... -
Multimodal neuroimaging with simultaneous electroencephalogram and high-field functional magnetic resonance imaging
(Massachusetts Institute of Technology, 2005)Simultaneous recording of electroencephalogram (EEG) and functional magnetic resonance imaging (tMRI) is an important emerging tool in functional neuroimaging with the potential to reveal new mechanisms for brain function ... -
A multimodal Ouija board for aircraft carrier deck operations
(Massachusetts Institute of Technology, 2016)In this thesis, we present improvements to DeckAssistant, a system that provides a traditional Ouija board interface by displaying a digital rendering of an aircraft carrier deck that assists deck handlers in planning deck ... -
Multimodal Representation Learning for Medical Image Analysis
(Massachusetts Institute of Technology, 2021-09)My thesis develops machine learning methods that exploit multimodal clinical data to improve medical image analysis. Medical images capture rich information of a patient’s physiological and disease status, central in ... -
Multimodal Robot Systems and Learning
(Massachusetts Institute of Technology, 2021-06)In this work we broadly explore the engineering design and system analysis of a multimodal, robotic environment. We first give background on why this type of system is unique, describing the different approach we take to ... -
Multimodal spectroscopy : real-time diagnosis of breast cancer during core needle biopsy
(Massachusetts Institute of Technology, 2010)Early detection of breast cancer is critical for improved survival. Currently, breast abnormalities are diagnosed based on a histopathological evaluation of tissue removed during core needle biopsy. Microcalcifications are ... -
A multimodal speech interface for dynamic creation and retrieval of geographical landmarks on a mobile device
(Massachusetts Institute of Technology, 2010)As mobile devices become more powerful, researchers look to develop innovative applications that use new and effective means of input. Furthermore, developers must exploit the device's many capabilities (GPS, camera, touch ... -
Multimodal speech interfaces for map-based applications
(Massachusetts Institute of Technology, 2010)This thesis presents the development of multimodal speech interfaces for mobile and vehicle systems. Multimodal interfaces have been shown to increase input efficiency in comparison with their purely speech or text-based ... -
Multimodal speech recognition with ultrasonic sensors
(Massachusetts Institute of Technology, 2008)Ultrasonic sensing of articulator movement is an area of multimodal speech recognition that has not been researched extensively. The widely-researched audio-visual speech recognition (AVSR), which relies upon video data, ... -
Multimodal virtual environments : MAGIC Toolkit and visual-haptic interaction paradigms
(Massachusetts Institute of Technology, 1996) -
Multimodality: Models, Algorithms, and Applications
(Massachusetts Institute of Technology, 2023-06)As global sustainability challenges intensify, the demand for innovative, interdisciplinary solutions that leverage diverse data sources and analytical methods is surging. We investigate combining operations research and ...
