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Data
Symbols that represent people, events, things, and ideas. Can be a name, number, the colors in a photograph, or notes in a musical composition
Digital Data
text, numbers, graphics,sound, and video that have been converted into discrete digits like 0s and 1s
Analog Data
represented using an infinite scale of values
Data Representation
form in which data is stored, processed, and transmitted
Digitization
process of converting information (text, numbers, photographs, music) into digital data that can be manipulated by electronic devices
Binary Digits
0s and 1s used to represent digital data
Bit
stands for binary digit
Digital File
usually referred to as a ‘file’
can be identified by its type or file extension
named collection of data that exists on a storage medium (hard disk, CD, DVD, flash drive)
Circuit Boards
carry data as pulses of current
CDs and DVDs
store data as dark and light spots
Disk Drives
store data as magnetized particles
Numeric Data
consists of numbers that can be used in arithmetic operations
Character Data
composed of letters, symbols, and numerals that are not used in calculations
‘text’
name, address, hair color
American Standard Code for Information (ASCII)
Type of code (along with Unicode) to represent character data. Pronounced “ASK ee”
Seven bits for each character
Only has the code for the American alphabet
Extended ASCII
superset of ASCII that uses eight bits for each character. Using eight bits instead of seven allows this to provide codes for 256 characters
Unicode
Uses sixteen bits and provides codes for 65,000 characters. Pronounced “YOU ni code”
Has alphabets of other languages; no Baybayin
Delimiter
Special character used to separate commands or formatting characters
Slashes (//) or angle brackets <>
Scanner
digitizes a document
Optical Character Recognition (OCR)
process that interprets individual characters during or after a scan
Bits
All data stored and transmitted by digital devices is encoded as these
‘Binary Digit’ ; b
Transmission speeds
Bytes
Group of eight bits; B
Storage space
Compression
done to reduce file size and transmission time
Data Compression
any technique that recodes the data in a file so that it contains fewer bits
Zipping
other term for compression
Lossless Compression
compression technique that compresses data and reconstitutes it into its original state
uncompressed data stays exactly the same as the original data
Lossy Compression
compression technique that throws away some of the original data during the compression process
uncompressed data is not exactly the same as the original
Zip Tool
software for compressing data
‘Compression Utility’
accessed from the same screen used to manage files on laptops and desktops
Extracting or Unzipping
process of reconstituting files from compression
Digital Audio
Music, speech, and other sounds represented in binary format for use in digital devices
Sound
produced by the vibration of matter
Sampling
Taking multiple height measurements of a wave and converting them into binary; turning analog to digital
Sampling Rate
number of times per second that a sound is measuring during the recording process
Analog-to-Digital Converter
Samples sound waves many times per second to turn into binary digits
Digital-to-Analog Converter
Transforms the digital bits into analog sound waves
Audio Compression
Reduces the size of a sound file by removing bits that represent sounds that are beyond the frequencies of normal hearing
Ripping
process of importing tracks from a CD or DVD to your computer’s hard disk
Digital Audio Extraction
technical term for ripping
Download
transfers an audio file from a server to a local device, playable even when not online
Live Stream
sends media from a service to a local device where it is played but not stored
‘webcasting’
need to be online, and it cannot be paused, stored, or rewound
On-Demand Stream
sends media to a local device where it is temporarily stored or ‘buffered’ until there is enough data to begin playback
Audio Players
Small standalone software or mobile app that offers tools for listening to digital audio and managing playlists
Typically included with your computer’s OS
Audio Plugins
Software that works in conjunction with your computer’s browser to manage and play audio from a Web page
Audio Software
General-purpose software and apps for recording, playing, and modifying audio files
iTunes, Windows Media Player, Audacity
Musical Instrument Digital Interface (MIDI)
Not the recording of sound but instructions
Specifies a standard way to store music data for synthesizers
More compact than digital audio files, but cannot produce vocals
MIDI Messages
instructions that specify the pitch of a note, point at which the note begins, volume, etc. represented by 1s and 0s
Speech Synthesis
Process by which machines produce sound that resembles spoken words
Concatenative Speech Synthesis
analyzes and tags various speech components and loads them into a database; how voice assistants work
Speech Recognition
ability of a machine to understand spoken words
Speech Recognition Software
analyzes the sounds and converts each word into groups of phonemes, then compares the groups to the words in a digital dictionary to find a match
Phonemes
basic sound units
Bitmap Graphic
‘Raster Graphic’ or ‘Bitmap’
Grid of tiny rectangular cells called pixels
Each pixel is assigned a color which is stored as a binary number
Paint Software
Graphics software that creates a bitmap graphic from scratch using provided tools
Adobe Photoshop, Apple Photos, Microsoft Paint
Scanner
Converts printed image into a bitmap graphic
Divides an image into a fine grid of cells and assigns a digital value for the color of each cell and stored as a bitmap graphics file
Charge-Coupled Device (CCD)
Small image sensor where light from a digital camera’s lens is focused
Photosites
grid of tiny light-sensitive diodes in a CCD. correspond to pixels
Color and Resolution
Key elements in bitmap data representation
Color depth
number of colors available in a graphic
True Color
images that use 24 bits for each pixel
Image Resolution
dimensions of the grid that forms a bitmap graphic (which are resolution dependent)
Pixelation
When an image develops an undesirable jagged appearance
Pixel Interpolation
creates new pixels by averaging the colors of nearby pixels. This produces an image enlargement that appears similar to the original, avoiding pixelation
Image Compression
Any technique that recodes the data in an image file so that it contains fewer bits
Run-Length Encoding (RLE)
type of lossless compression that replaces a series of similarly colored pixels with a binary code that indicates the number of pixels and their colors
Photoshopping
Everyday term for fixing up photos
Noise Reduction
removing artifacts called noise
Noise
artifacts such as spots, dust, and scratches, that may be produced when old photos are scanned
Image Enhancement
Improves brightness, color correction, and sharpen focuses in a mediocre photo
Image Histogram
can be used to adjust the brightness values for various ranges of dark, mid-range, or light pixels
Cloning
correcting image distortion by employing algorithms that pull pixels from one area of an image and apply them to another area, used to remove small blemishes
Inpainting
correcting image distortion by reconstructing lost, unwanted, or deteriorated areas in a photo using information from nearby pixels and taking into account the overall structure of the image
scrubs out designated areas and replacing the missing pixels to fit with the rest of the image
Digital Compositing
correcting image distortion by assembling several images into one using two tools: Clipping Paths and Alpha Blending
Clipping Path
cuts an object out of an image and removes the background to make it transparent
Alpha Blending
alters the pixel colors of the edges of the object so that the object merges with the background
Image Stitching
Creates a panoramic image by combining two or more separate photographs that have overlapping images (photos are taken from a fixed location)
also called photo stitching
Stereoscopic Imaging
Graphical technique used to produce an illusion of spatial depth from a flat, two-dimensional image
Stereo Pair
type of stereoscoping imaging where two photos produced by two cameras or a camera with two front-facing lens, mimicking dual images captured by human eyes
Stereogram
type of stereoscopic imaging where a stereo pair is displayed side by side
Anaglyph
type of stereoscopic imaging where a graphic composed of two images, one tinted red and the other blue, and are printed on top of each other to produce a stereoscopic effect
Vector
Simple shapes consisting of lines and curves
Doesn’t pixelate when enlarged; requires less storage; and easier to edit an object
Vector Graphic
consists of a set of instructions for creating a picture
Digitizing Tablet
produces vector graphics
Rasterization
Converts vector graphic into a bitmap image
Does this by superimposing a grid over a vector image and determining the color for each pixel
Wireframe
formed by vectors and acts like a framework
3D Wireframe
can be covered with surface texture and color to create a graphic of a 3D object
Rendering
process of covering a wireframe with a surface color and texture
Ray Tracing
technique for adding light and shadows to a 3D image
Pre-Rendering
Process of rendering vector-based frames and packaging them into a digital video file
Game Engine
Graphics software that allows developers to create interactive videogames and educational modules
Digital Video
Type of motion graphics that uses bits to store color and brightness data for each video frame
Similar to storing data for a series of bitmap images
Upconverting
digital video term for interpolation
Progressive Scan
the ‘p’ in 1080p
scanning technique for digital video where each frame is drawn line by line from top-down
Interlaced Scan
scanning technique for digital video that produced an image every other line
Aspect Ratio
proportional relation between the width and height of an image or video frame
Letterbox
black bars that fill in a playback video when an aspect ratio doesn’t fit within the screen
Bit Rate
number of bits that are processed during a specific unit of time, usually during one second
Intraframe Compression
video compression technique that compresses every single frame in a video
Interframe Compression
video compression technique that only stores the pixels that change from one frame to the next (every other frame)
Compression Ratio
indicates the ratio of compressed data to uncompressed data
35:1 - high compression rate, smaller size but lower quality
5:1 - low compression rate but higher quality
Codec (Compressor/Decompressor)
Software that compresses a video stream when a video is stored, and decompresses when the video is played
MPEG, DivX, H.264, Theora, Windows Media Video
Container Formats
holds the comrpessed video stream and an audio stream