Essays about: "visual saliency"

Showing result 1 - 5 of 8 essays containing the words visual saliency.

  1. 1. Comparing Human Reasoning and Explainable AI

    University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

    Author : Carl Johan Helgstrand; Niklas Hultin; [2022]
    Keywords : Explainable AI; XAI; Visual Explanations; Saliency Maps; Artificial Intelligence;

    Abstract : Explainable AI (XAI) is a research field dedicated to formulating avenues of breaching the black box nature of many of today’s machine learning models. As society finds new ways of applying these models in everyday life, certain risk thresholds are crossed when society replaces human decision making with autonomous systems. READ MORE

  3. 2. Occlusion method to obtain saliency maps for CNN

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Thomas Eriksson; [2020]
    Keywords : Saliency map; explanatory model; process focussed XAI; MNIST; image classifying CNN.; Physics and Astronomy;

    Abstract : This Bachelor project will study convolutional neural networks created for image classification. Furthermore, it will specifically use an explanatory model for how the network decided a certain classification output. This is to increase the interpretability of the network. READ MORE

  4. 3. Towards Reliable Computer Vision in Aviation: An Evaluation of Sensor Fusion and Quality Assessment

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Emil Björklund; Johan Hjorth; [2020]
    Keywords : Aviation; Image Fusion; Image Registration; Image Quality Assessment;

    Abstract : Research conducted in the aviation industry includes two major areas, increased safety and a reduction of the environmental footprint. This thesis investigates the possibilities of increased situational awareness with computer vision in avionics systems. READ MORE

  5. 4. Empirical Study on Quantitative Measurement Methods for Big Image Data : An Experiment using five quantitative methods

    University essay from Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

    Author : Ramya Ramya Sravanam; [2016]
    Keywords : ;

    Abstract : Context. With the increasing demand for image processing applications in multimedia applications, the importance for research on image quality assessment subject has received great interest. READ MORE

  6. 5. On Visual Attention in Natural Images

    University essay from Linnéuniversitetet/Institutionen för fysik och elektroteknik (IFE)

    Author : Fatemeh Tavakoli; [2015]
    Keywords : Bottom-up attention; eye movement prediction; model comparison; visual attention; visual saliency;

    Abstract : By visual attention process biological and machine vision systems are able to select the most relevant regions from a scene. The relevancy process is achieved either by top-down factors, driven by task, or bottom-up factors, the visual saliency, which distinguish a scene region that are different from its surrounding. READ MORE