Hae LUTPubista
Aineistot 21-30 / 162
Forest stand parameter estimation by using neural networks
(2019)
Wood is a vital material used everywhere. And it is very important to monitor the state of forests. One of the most common ways to estimate different forest parameters is to make the model based on the data obtained by ...
Regularization of inverse problems by the Landweber iteration
(2019)
Landweber's method is a well-known iterative technique for regularizing linear and non-linear ill-posed equations. This thesis constructs in the Hilbert space setting a Landweber iteration to solve linear ill-posed inverse ...
Clustering electricity consumption data to identify optimal electricity contracts
(2020)
This thesis is aimed to study development of electricity consumption trends, cluster historical consumption time series and aim to determine optimal price contract for both individual clusters and customers.
First main ...
Hand tracking with sub-pixel precision
(2020)
Human-Computer Interaction has matured from simple keyboard and mouse interface to touch screens, and more recently to 3-D touch screen interfaces. Recently, high precision object tracking algorithms are being deployed for ...
Deep forecasting of electricity consumption and production
(2020)
Buildings stock represented 41% of the final European energy consumption in 2016. It is, therefore, critical to improve their energy efficiency. Forecasting the electricity consumption of buildings would help users in ...
CNN-based ringed seal pelage pattern extraction
(2020)
The topic of this thesis is inspired by the conservation efforts of Saimaa ringed seals, which are in danger of becoming extinct with no appropriate actions. The work aims to develop a fur pattern extraction framework to ...
Vital sign detection using short-range mm-wave pulsed wave radar
(2020)
Proximity sensors have been improving fast during the last decades. Using a radiation source and examining the reflected signal, it is possible to investigate the surrounding environment without contact. The mm-wave RADAR ...
Metric learning based pattern matching for species agnostic animal re-identification
(2021)
In the active effort to monitor and protect endangered animal species, modern technology is replacing the previously used conventional techniques of tracking using GPS or tagging which are considered invasive in nature. ...
Transformer networks for short-term forecasting of electricity prosumption
(2021)
Efficient energy management is accomplished by ensuring sustainable production of power and usage with minimized energy wastage. Electricity prosumption refers to electricity production and consumption. The forecasting of ...
Open-set plankton recognition
(2021)
Research on the plankton community is often dealt with acquiring species-level information of individual micro-organisms. The efficiency is limited when manually analyzing a massive collection of plankton image data generated ...