Essays about: "multimodal fusion"

Showing result 1 - 5 of 7 essays containing the words multimodal fusion.

  1. 1. Multimodal Brain Age Estimation

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

    Author : Oscar Danielsson; [2020]
    Keywords : ;

    Abstract : Machine learning models trained on MRI brain scans of healthy subjects can be used to predict age. Accurate estimation of brain age is important for reliably detecting abnormal aging in the brain. One way to increase the accuracy of predicted brain age is through using multimodal data. READ MORE

  2. 2. Semantic Scene Segmentation using RGB-D & LRF fusion

    University essay from Högskolan i Halmstad/CAISR Centrum för tillämpade intelligenta system (IS-lab)

    Author : Harald Lilja; [2020]
    Keywords : RGB-D; LiDAR; CNN; deep multimodal fusion; robotics; autonomous vehicles;

    Abstract : In the field of robotics and autonomous vehicles, the use of RGB-D data and LiDAR sensors is a popular practice for applications such as SLAM[14], object classification[19] and scene understanding[5]. This thesis explores the problem of semantic segmentation using deep multimodal fusion of LRF and depth data. READ MORE

  3. 3. Multimodal Model for Construction Site Aversion Classification

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Michael Appelstål; [2020]
    Keywords : Machine Learning; Artificial Intelligence; Convolutional Neural Networks; Natural Language Processing; BERT; Multi modal; AI; ML; CNN; late-fusion; classification;

    Abstract : Aversion on construction sites can be everything from missingmaterial, fire hazards, or insufficient cleaning. These aversionsappear very often on construction sites and the construction companyneeds to report and take care of them in order for the site to runcorrectly. READ MORE

  4. 4. Gating Networks in Learning Machines for Multimodal Data : Decision Fusion on Single Modality Classifiers

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

    Author : Óttar Guðmundsson; [2019]
    Keywords : Multimodality; Gating Networks; Decision Fusion; Learning Machines; Internet-Based Cognitive Therapy; ; Multimodal; Gating-nätverk; Decision Fusion; lärande maskiner; Internet-baserad kognitiv terapi;

    Abstract : Different architectures of gating networks that aggregate information from multiple modalities and their suitability for decision fusion is investigated. The research question, how does a gating network for decision fusion in multimodal classification problem compare to other alternatives, is answered by a quantitative and inductive reasoning approach. READ MORE

  5. 5. Improving 3D Point Cloud Segmentation Using Multimodal Fusion of Projected 2D Imagery Data : Improving 3D Point Cloud Segmentation Using Multimodal Fusion of Projected 2D Imagery Data

    University essay from Linköpings universitet/Datorseende

    Author : Linbo He; [2019]
    Keywords : deep learning; multimodal fusion; multimodality; semantic segmentation; point cloud segmentation;

    Abstract : Semantic segmentation is a key approach to comprehensive image data analysis. It can be applied to analyze 2D images, videos, and even point clouds that contain 3D data points. READ MORE