Enhancing place recognition with deep convolutional neural network using bag-of-visual-words

This Computer Vision (CV) project has developed an unsupervised Convolutional Neural Network (CNN) solution for enhanced Visual Place Recognition (VPR), with the usage of Bag-of-Visual-Words (BoVW) for automatic image clustering. BoVW enables automatic generation of image clusters and automatic labe...

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Bibliographic Details
Main Author: Soh, Wei Xin
Other Authors: Li Hua
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/150823
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Institution: Nanyang Technological University
Language: English