Essays about: "HMMs"

Showing result 1 - 5 of 18 essays containing the word HMMs.

  1. 1. Statistical Analysis and Modeling of the Behavioral Response to Humidity and Olfactory Cues by the Vinegar Fly Drosophila melanogaster

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Jonathan Lind; [2021]
    Keywords : Technology and Engineering;

    Abstract : Animals are impacted by the humidity of their surrounding environment, it affects their ability of thermoregulation, water retention and their overall well-being. For small insects the effects of the surrounding humidity is even more important as they have a limited water storage which depletes faster in a drier environment. READ MORE

  2. 2. Human Gait Phase Recognition in Embedded Sensor System

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Zhenbang Liu; [2021]
    Keywords : State Inference; Gait Phases; Hidden Markov Model; Long Short Term Memory; Tillståndsinferens; gångfaser; Dold Markov modell; långtidsminne;

    Abstract : Gait analysis can improve our understanding of gait to improve medical diagnosis or treatment in clinical assessment. Studying the gait cycle in an embedded sensor system is essential for the detection of any abnormal walking pattern. READ MORE

  3. 3. Preprocessing of Nanopore Current Signals for DNA Base Calling

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Josef Malmström; [2020]
    Keywords : ;

    Abstract : DNA is a molecule containing genetic information in all living organisms and many viruses. The process of determining the underlying genetic code in the DNA of an organism is known as DNA sequencing, and is commonly used for instance to study viruses, perform forensic analysis, and for medical diagnosis. READ MORE

  4. 4. HMMs and LSTMs for On-line Gesture Recognition on the Stylaero Board : Evaluating and Comparing Two Methods

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : Sebastian Sibelius Parmbäck; [2019]
    Keywords : HMM; LSTM; AI; GR; ML; ANN; Hidden Markov Model; Long Short Term Memory; Gesture Recognition; Machine Learning; Artificial Neural Network;

    Abstract : In this thesis, methods of implementing an online gesture recognition system for the novel Stylaero Board device are investigated. Two methods are evaluated - one based on LSTMs and one based on HMMs - on three kinds of gestures: Tap, circle, and flick motions. READ MORE

  5. 5. Feature Analysis in Online Signature Verification on Digital Whiteboard : An analysis on the performance of handwritten signature authentication using local and global features with Hidden Markov models

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Simon Olander Sahlén; [2018]
    Keywords : signature; machine learning; hmm; online; verification; hidden markov model; whiteboard; wall; wallrite; hand written; written;

    Abstract : The usage of signatures for authentication is widely accepted, and remains one of the most familiar biometric in our society. Efforts to digitalise and automate the verification of these signatures are hot topics in the field of Machine Learning, and a plethora of different tools and methods have been developed and adapted for this purpose. READ MORE