1.2 Computer Vision in Traffic Control

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Questions and Answers

What was the limitation of the calculating aid in the sequencing process before automation?

The calculating aid was digital

The sequencing process was automated

The calculating aid was mechanical

The execution of each computation step involved manual inputting of data (correct)

What was Charles Babbage's mechanical computing machine?

Jacquard Loom

Punched Card Machine

Difference Engine (correct)

Analytical Engine

What was the limitation of the Difference Engine?

It could execute only a single algorithm (correct)

It was mechanical

It could execute multiple algorithms

It was digital

What was the radical shift introduced by the Analytical Engine?

It could be programmed to perform a long sequence of arithmetic and decision operations Signup and view all the answers

What was the role of Countess Ada Lovelace in the design of the Analytical Engine?

She helped Babbage to design the Analytical Engine's instruction set Signup and view all the answers

What was the purpose of the punched cards in the Analytical Engine?

To give instructions to the machine Signup and view all the answers

What is one of the side-effects of automated algorithm execution?

It forces the algorithm development and algorithm execution phases to happen one after the other Signup and view all the answers

What is a characteristic of computer algorithms?

They are developed to handle different sets of input values Signup and view all the answers

What was the significance of the Analytical Engine?

It was the first programmable computer Signup and view all the answers

What was the contribution of Jacquard to the development of computers?

He invented the punched card Signup and view all the answers

What is the primary goal of designing a computer system in the context of a metropolitan traffic control center?

To automate the process of merging images from multiple cameras Signup and view all the answers

What is the essence of computing in the context of human history?

The development of algorithms for solving mathematical problems Signup and view all the answers

What is the primary phase of computing illustrated in Figure 1.1?

Algorithm development Signup and view all the answers

What is an example of an algorithm in everyday life?

A procedure for finding the solution of a quadratic equation Signup and view all the answers

What is the primary role of a human operator in a metropolitan traffic control center?

To take decisions based on video images Signup and view all the answers

What is the relationship between computing and problem-solving?

Computing is a subset of problem-solving Signup and view all the answers

What is the characteristic of the steps in an algorithm?

The steps should be clear and concise Signup and view all the answers

What is the purpose of developing an algorithm for solving a problem?

To describe how to solve the problem in a step-by-step procedure Signup and view all the answers

What is the primary benefit of automating the process of merging images from multiple cameras?

Increased efficiency of the traffic control system Signup and view all the answers

What is the relationship between mathematicians and computing?

Mathematicians have developed algorithms for solving mathematical problems Signup and view all the answers

What is the primary factor that determines the complexity of a step in an algorithm?

The sophistication of the person or machine executing it Signup and view all the answers

What is the main difference between algorithm development and execution phases?

One involves developing a solution, while the other involves applying the solution Signup and view all the answers

What is the purpose of sequencing through the algorithm steps?

To select the next step to be executed Signup and view all the answers

What was the primary limitation of early computing aids such as the abacus and slide rule?

They were not fast enough Signup and view all the answers

What was the significance of the mechanical adder built by Blaise Pascal?

It was used to assist his father in adding long columns of numbers Signup and view all the answers

What is the relationship between the granularity of the steps in an algorithm and the capabilities of the calculating aids used?

The granularity of the steps is related to the capabilities of the calculating aids Signup and view all the answers

What is the primary advantage of using calculators over human brain power?

They are faster Signup and view all the answers

What is the significance of the lock-step manner of algorithm development and execution?

It is a way of solving problems that typically happens when the same person performs both phases Signup and view all the answers

What is the purpose of tailoring an algorithm to a specific set of input data?

To make the algorithm more applicable to the specific set of input data Signup and view all the answers

What is the primary difference between the sequencing part and the executing part of algorithm execution?

One involves selecting the next step, while the other involves executing the step Signup and view all the answers

What is the primary advantage of using computers to execute algorithms?

Faster execution speed and increased storage capabilities Signup and view all the answers

Why are computer programs often developed to solve a range of related problems?

Because it is more profitable to develop a program that solves multiple problems Signup and view all the answers

What is a characteristic of computers that makes them useful in embedded applications?

Their immunity to emotional and physical factors Signup and view all the answers

What is a key difference between a computing machine and other machines like clocks?

Computing machines are general-purpose and can perform various functions Signup and view all the answers

What is an advantage of using computers in hazardous environments?

Computers can be used in hazardous environments where humans cannot Signup and view all the answers

What is a key benefit of developing a computer program?

It can be developed with a view to solve a range of related problems Signup and view all the answers

What is a characteristic of algorithms that are developed for computers?

They are formal and detailed Signup and view all the answers

What is a benefit of automated algorithm execution?

It enables the execution of long-running algorithms Signup and view all the answers

What is a key feature of computer programming languages?

They are precise and can be made understandable to a computer Signup and view all the answers

What is a consequence of representing an algorithm in a formal and detailed manner?

It enables the algorithm to be executed by a machine Signup and view all the answers

Study Notes

Computing and Computers

A computer system that can merge images and make decisions is a modern computing problem
The concept of computing predates the invention of computers by thousands of years
Mathematicians have developed algorithms for solving various mathematical problems
Scientists and engineers use these algorithms to obtain solutions for specific problems, both practical and recreational

The Problem-Solving Process

Two phases of computing: algorithm development and algorithm execution
Algorithm development: creating a step-by-step procedure to solve a problem
Algorithm execution: applying the algorithm to a set of input values to obtain a solution
These phases can be done sequentially or concurrently

Algorithm Development

Example of an algorithm: procedure for finding the solution of a quadratic equation
Steps in an algorithm can be as complex as finding the solution of a sub-problem or as simple as an addition/subtraction operation
Algorithm development involves creating a solution algorithm tailored to a specific problem or set of input data

Algorithm Execution

Executing the algorithm on a set of input values to obtain a solution
Two parts of algorithm execution:
- Sequencing through the algorithm steps: selecting the next step to execute
- Executing the next step of the algorithm
For centuries, humans relied on brain power for both parts of algorithm execution

Historical Computing Aids

Abacus and soroban: early computing aids used for arithmetic calculations
Slide rule: invented in 1600s by William Oughtred for performing computations
Pascaline: mechanical adder built in 1642 by Blaise Pascal for tax accounting
Stepped-wheel machine: invented in 1672 by Gottfried Wilhelm Leibniz for multiplication and division
19th-century mechanical and electrical calculators

Automating Algorithm Execution with Computers

Calculators and computing aids allowed for faster execution of algorithm steps
Limitations of manual sequencing and manual input of data
Automating sequencing and execution through machines

Charles Babbage and the Analytical Engine

Developed the Difference Engine: a mechanical computing machine that performed a single algorithm
Later developed the Analytical Engine: a more advanced machine that could execute arbitrary algorithms
The Analytical Engine had a store, mill, printer, and card punch, and could execute instructions on punch cards

General-Purpose Computing Machines

Automating algorithm execution allows for faster and more accurate execution
Computers can execute complex algorithms at high speeds
Computers can be used for different algorithms at different times, making them general-purpose machines
Computers are immune to emotional and physical factors, and can provide accurate and reliable results

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Description

Design a computer system to automate traffic control decisions from camera images. Consider the computing concepts involved in this process.