Offered

Industry 4.0 lab

A student group to work on the establishment of an Industry 4.0 lab is sought. The students will work on: Quality control, predictive maintenance, logistics planning and virtual reality projects.

Performance of Multi-threaded WebAssembly Applications on Browsers

WebAssembly enables high language programs written in C/C++/Rust to be complied and deployed on web browsers. In this project, various parallel sorting and numerical algorithms will be developed and run on web browsers. Their performance will be evaluated by testing and reporting speed-ups obtained.

NS3 Module Development for the UORA Mechanism of WiFi6

In order to increase MAC layer efficiency, IEEE 802.11ax/WiFi6 introduces OFDMA to the WiFi MAC layer. At its core, OFDMA allows multiples STAs to communicate with the AP (or vice versa) at the same time at the same channel with the same antennas. The standard offers four types of OFDMA access as: 1. Downlink OFDMA, 2. Uplink OFDMA, 3. Cascaded OFDMA, and 4. Uplink OFDMA Random Access.

Design and Development of a distributed ledger enabling cross-border eProcurement

The purpose of this ledger is to enable cross-border businesses to easily deal electronically with any sector in their procurement processes.
The system should provide an open network of inter-operable, compliant infrastructure (for example PEPPOL).

Data annotation and augmentation tool for deep learning

Use Mask r-cnn or other instance segmentation technique for Hand segmentation

Literature survey for Mask r-cnn
Experiments using human pose detection software
Use Surreal and/or densepose dataset

Sign language avatar generation using github

Sign language avatar generation using github.com/CMU-Perceptual-Computing-Lab/MonocularTotalCapture

body + hand + face pose detection using Openpose on the bosphorus sign
Avatar generation using Monocular total capture
Data augmentation using this avatar

Semi automatic segmentation and annotation of videos using alignment with audio subtitles

Speech recognition
Use body pose detection software
Clustering in time
GUI design for annotation

Tool Development for Goal-Oriented Release Planning

User stories are useful for agile development methodologies for they are easy to learn and document. However, a list of user stories does not capture the underlying relations among the user stores, such as increase-customer-value relation between a functionality and its corresponding user interface. Goal models, on the other hand, quite capable of capturing several relations among requirements modelled as goals and help human experts answer questions such as 'how to achieve a requirement’ and ‘why does a certain requirement exist’.

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Offered

Industry 4.0 lab

Performance of Multi-threaded WebAssembly Applications on Browsers

NS3 Module Development for the UORA Mechanism of WiFi6

Design and Development of a distributed ledger enabling cross-border eProcurement

Data annotation and augmentation tool for deep learning

Use Mask r-cnn or other instance segmentation technique for Hand segmentation

Sign language avatar generation using github

Semi automatic segmentation and annotation of videos using alignment with audio subtitles

Tool Development for Goal-Oriented Release Planning

Verified Smart Contracts

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