ECE-4900 - Fall 2021 - Final Project:

Multi-threaded BLOB Analysis for Video Processing

by Matthew Hait

Prerequisites

This application has the following dependencies:

• libavcodec-dev
• libavformat-dev
• libswscale-dev
• libtbb-dev

Clone

git clone https://github.com/matt0hait/ece-4900-tbb-BLOB-analysis.git

Build

mkdir cmake
cd cmake
cmake ..
make

Description

This repository is a demonstration for Threaded Building Blocks (TBB) for image BLOB recognition in thermal imaging. This application reads images, video, or binary images and returns BLOB centroids with the BLOB's average value.

./ECE-4900_FINAL_M_Hait [OPTIONS] -i INPUT

Options

Usage:
  ./ECE-4900_FINAL_M_Hait [OPTION...]

 Required options:
  -i SOURCE  File [*.jpg/*.bin] or folder input

 Optional options:
  -b, --benchmark   Tests performance of arbitrary white 25x25 to 4K 
                    images.
  -c                Compare TBB parallel and sequential
  -h, --help        Print help
  -o, --output arg  Output image map of BLOB centroids
                            1: Output binary output file [*.bof]
                            2: Output image file [*.jpg] (default: 1)
  -s                Run Sequential

 *.BIF Input required options:
  -x arg  Image X size
  -y arg  Image Y size