Essays about: "mathematics and computer engineering"

Showing result 1 - 5 of 23 essays containing the words mathematics and computer engineering.

  1. 1. Automated HER2 Scoring of Breast Cancer Tissue using Upconverting Nanoparticle Images

    University essay from Lunds universitet/Matematik LTH

    Author : Adam Belfrage; Alexander Wik; [2022]
    Keywords : HER2-scoring; image analysis; interpretability; digital pathology; computer aided pathology; whole slide imaging; ASCO-guidelines; singular value decomposition; shape models; Bayesian classification; Biology and Life Sciences; Medicine and Health Sciences; Technology and Engineering; Mathematics and Statistics;

    Abstract : Computer aided pathology is becoming more and more of a requirement within pathology due to increased demand of individualised treatments and personalised medicine. Because of the advance of digital pathology in recent years, where a high resolution camera acquire images of microscope slides, pathologists can now assess tissue samples in digital images. READ MORE

  3. 2. MiniMIST- A Model Satellite For Teaching STEM Skills

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

    Author : Kocin Sabareeswaran Bama; [2022]
    Keywords : MIST; Satellite; ESP32; MicroPython; C ; AJAX; Photovoltaic cells; MIST; Satellit; ESP32; MicroPython; C ; AJAX; solceller;

    Abstract : Satellites are evolving around the globe, expanding our possibility to explore space and many other applications. This thesis project is a model satellite used for teaching purposes in the course IE120V Electronics and Programming for Space Applications provided at KTH Royal Institute of Technology. READ MORE

  4. 3. Analysing the quality of PlaneRCNN plane parameters using a structure from motion system

    University essay from Lunds universitet/Matematik LTH

    Author : Fredrik Österberg; [2021]
    Keywords : structure from motion; PlaneRCNN; neural network; sfm; computer vision; RANSAC; planes; room reconstruction; Mathematics and Statistics; Technology and Engineering;

    Abstract : This report aims to compare the plane parameters given by the PlaneRCNN network with those created by using a Structure from Motion (SfM) solution on the same data. Several datasets are used, and the results from PlaneRCNN are evaluated by using the camera matrices from the SfM solution and applying these along with scaling and coordinate transformations. READ MORE

  5. 4. Symbolic Regression using Genetic Programming Leveraging Neural Information Processing

    University essay from Lunds universitet/Matematik LTH

    Author : Nanna Grytzell; [2021]
    Keywords : evolutionary computation; evolutionary algorithm; evolutionary algorithms; genetic algorithm; genetic programming; artificial neural networks; artificial intelligence; machine learning; Mathematics and Statistics; Technology and Engineering;

    Abstract : Regression analysis conducted with traditional mathematical methods can be sub-optimal if the exact model of the observed data is unknown. Evolutionary computing (EC) and deep learning (DL) are viable alternatives, since regression performed with these methods tends to be less dependent on a particular model. READ MORE

  6. 5. Time Series Active Learning using Automated Feature Extraction

    University essay from Lunds universitet/Matematisk statistik

    Author : William Lindskog; [2021]
    Keywords : Machine Learning; Active Learning; Time Series; Artificial Intelligence; Feature Extraction; Predictive Maintenance; Mathematics and Statistics;

    Abstract : Time series classification is a prevalent problem for sensor data in an industrial setting. The ability to classify time series correctly allows for predictive maintenance which is the process of optimally maintaining assets and ensuring minimal ”down-time” of machines or processes. READ MORE