Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 5 of 5 for “"Temporal Encoder"”.
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A two channel spatio-temporal encoder
Thesis (B.S.)-Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 1988.
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A Temporal Encoder-Decoder Approach to Extracting Blood Volume Pulse Signal Morphology from Face Videos
… We present a new approach that is inspired by temporal encoder-decoder architectures that have been used for audio signal separation. As input, this system accepts a temporal sequence of RGB (red, green, blue) values that have been spatially averaged over a small portion of the face. The output …
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Extraction of Blood Volume Pulse Morphology from Facial Videos Using an LSTM-Based Temporal Encoder-Decoder Model
This thesis introduces a method for extracting blood volume pulse (BVP) signals from facial videos, moving beyond basic heart rate estimation to capture full pulse waveforms. Our approach adapts techniques from audio signal separation and applies them to video, using a machine learning model …
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Multimodal Learning for Disease Diagnosis and Progression Modeling
… modeling, we propose a Multimodal Supervised Temporal Encoder Joint Modeling network (MSTE-JM) that uses a supervised temporal encoder to learn compact multimodal representations, which are subsequently incorporated into a Bayesian joint model linking longitudinal cognitive measurements with …
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Design and Optimization of Temporal Encoders using Integrate-and-Fire and Leaky Integrate-and-Fire Neurons
… it can encode signals directly using analog temporal encoders from Spiking Neural Networks (SNNs). These encoders receive an analog signal as an input and generate a spike or spike trains as their output. The proposed temporal encoders use latency and Inter-Spike Interval (ISI) encoding and …