Essays about: "Colour algorithms"

Showing result 1 - 5 of 17 essays containing the words Colour algorithms.

  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. Boosting CNN Performance in Digital Pathology Using Colour Normalisation and Ensembling

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

    Author : Emelie Kvarnström; Axel Tibbling; [2021]
    Keywords : Colour normalisation; Histogram; Khan; Macenko; Reinhard; ensemble; digital pathology; histopathology; deep learning; EfficientNet;

    Abstract : Researchers within digital pathology are endeavouringto develop machine-learning tools to support dentists whenmaking a diagnosis. The purpose of this study was to investigatehow applying colour normalisation (CN) algorithms on an oral,histopathological dataset would impact both machine-learningmodels and ensembles of models when classifying cell types. READ MORE

  4. 3. Evaluation of FPGA Partial Reconfiguration : for real-time Vision applications

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

    Author : Guanghao Guo; [2020]
    Keywords : FPGA; Partial Reconfiguration; Embedded System; Computer Vision; High-Level Synthesis; FPGA; Partiell rekonfigurering; Inbyggda System; Datorvision; Högnivåsyntes;

    Abstract : The usage of programmable logic resources in Field Programmable Gate Arrays, also known as FPGAs, has increased a lot recently due to the complexity of the algorithms, especially for some computer vision algorithms. Due to this reason, sometimes the hardware resources in the FPGA are not sufficient. READ MORE

  5. 4. Developing robust algorithms for feature extraction in images of polymer layers

    University essay from Lunds universitet/Matematisk statistik

    Author : Anton Wemmenborn; [2019]
    Keywords : Technology and Engineering;

    Abstract : Automated manufacturing processes are an important component of today’s industries. Assuming the processes are properly maintained they allow for great efficiency when producing various goods. Image analysis can be used as a tool to monitor such processes and evaluate their results. READ MORE

  6. 5. SORTED : Serial manipulator with Object Recognition Trough Edge Detection

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Rikard Bodén; Jonathan Pernow; [2019]
    Keywords : Mechatronics; Inverse kinematics; Camera vision; Barrel distortion; Object recognition; Colour filtering; Edge detection; Mekatronik; Invers kinematik; Kamerasensor; Fish-eye förvrängning; Objektigenkänning; Färgigenkänning; Kantdetektering;

    Abstract : Today, there is an increasing demand for smart robots that can make decisions on their own and cooperate with humans in changing environments. The application areas for robotic arms with camera vision are likely to increase in the future of artificial intelligence as algorithms become more adaptable and intelligent than ever. READ MORE