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Acronyms

191 acronyms and initialisms used in the book, with their canonical expansions. The companion to the glossary (defined terms) and the symbol list (Notations); each chapter also surfaces the acronyms it uses in its Notation margin panel.
A B C D E F G H I J K L M N O P Q R S T U V W X Y
A

AAM — Active Appearance Model

ACES — Academy Color Encoding System

ACM — Association for Computing Machinery

ADC — analog-to-digital converter

ADE20K — MIT scene-parsing dataset (~20,000 densely annotated images)

AE — autoexposure

AF — autofocus

AIM — Advances in Image Manipulation (workshop and challenge series)

AKAZE — Accelerated KAZE (feature detector)

APP1 — Application marker segment 1 (JPEG/EXIF)

AR — augmented reality

ARW — Sony Alpha Raw (file format)

ASR — automatic speech recognition

AV1 — AOMedia Video 1 (video codec)

AVA — Aesthetic Visual Analysis (dataset)

AWB — automatic white balance

B

BIONZ — Sony image-processing engine (brand name; no official expansion)

BM3D — Block-Matching and 3D filtering (denoising)

BRDF — bidirectional reflectance distribution function

BRIEF — Binary Robust Independent Elementary Features

BRISK — Binary Robust Invariant Scalable Keypoints

BSD100 — Berkeley Segmentation Dataset (100-image test subset)

BSSRDF — bidirectional scattering-surface reflectance distribution function

C

C2PA — Coalition for Content Provenance and Authenticity

CA — chromatic aberration

CAD — computer-aided design

CBIR — content-based image retrieval

CC — CameraCalibration matrix (in the DNG pipeline); Creative Commons in a licensing context

CC0 — Creative Commons Zero (public-domain dedication)

CCD — charge-coupled device

CCTV — closed-circuit television

CFA — color filter array

CIE — Commission Internationale de l'Éclairage (International Commission on Illumination)

CIELAB — CIE Lab color space (lightness L with a, b colour-opponent axes)

CIPA — Camera & Imaging Products Association

CMOS — complementary metal-oxide-semiconductor

CMYK — cyan, magenta, yellow, key (black)

CNN — convolutional neural network

COCO — Common Objects in Context (dataset)

COLMAP — structure-from-motion and multi-view-stereo software

CR2 — Canon Raw version 2 (file format)

CR3 — Canon Raw version 3 (file format)

CT — computed tomography

CVPR — (IEEE/CVF) Conference on Computer Vision and Pattern Recognition

CYGM — cyan-yellow-green-magenta (color filter array)

D50 — CIE standard illuminant D50 (~5000 K daylight)

D65 — CIE standard illuminant D65 (~6500 K daylight)

DAVIS — Densely Annotated VIdeo Segmentation (dataset)

DC — direct current (the zero-frequency, average component)

DCF — Design rule for Camera File system

DCG — dual conversion gain

DCP — DNG Camera Profile (Adobe color profile)

DCS — Digital Camera System (Kodak)

DCT — discrete cosine transform

DFD — depth from defocus

DFT — discrete Fourier transform

DICOM — Digital Imaging and Communications in Medicine

DIGIC — Digital Imaging Integrated Circuit (Canon image processor)

DIV2K — DIVerse 2K-resolution super-resolution dataset

DL — deep learning

DND — Darmstadt Noise Dataset

DNG — Digital Negative (raw file format)

DNN — deep neural network

DOF — depth of field

DSLR — digital single-lens reflex

E

ECCV — European Conference on Computer Vision

EECS — Electrical Engineering and Computer Science

EIS — electronic image stabilization

ETTR — expose to the right

EV — exposure value

EXIF — Exchangeable Image File Format

EXPEED — Nikon image-processing engine (brand name; no official expansion)

F

FAISS — Facebook AI Similarity Search

FAST — Features from Accelerated Segment Test

FFCC — Fast Fourier Color Constancy

FFHQ — Flickr-Faces-HQ (high-quality face dataset)

FFT — fast Fourier transform

FILM — Frame Interpolation for Large Motion

FLAME — Faces Learned with an Articulated Model and Expressions

FLANN — Fast Library for Approximate Nearest Neighbors

FOV — field of view

FWHM — full width at half maximum

G

GAN — generative adversarial network

GGX — Trowbridge-Reitz (GGX) microfacet distribution

GIMP — GNU Image Manipulation Program

GNSS — Global Navigation Satellite System

GNU — GNU's Not Unix (recursive acronym)

GPS — Global Positioning System

GRIN — gradient-index (lens)

GT — ground truth

H

HD — high definition

HDR — high dynamic range

HFD — half-flux diameter

HLG — hybrid log-gamma

HMR — Human Mesh Recovery

HNSW — Hierarchical Navigable Small World (graph index)

HSL — hue, saturation, lightness

I

IBIS — in-body image stabilization

ICC — International Color Consortium

ICCP — IEEE International Conference on Computational Photography

ICCV — (IEEE/CVF) International Conference on Computer Vision

IDE — integrated development environment

IEEE — Institute of Electrical and Electronics Engineers

IFD — Image File Directory (TIFF/EXIF)

ILM — Industrial Light & Magic

IM2GPS — Image-to-GPS geolocation method

IPTC — International Press Telecommunications Council

ISP — image signal processor

J

JEITA — Japan Electronics and Information Technology Industries Association

JPG — JPEG image file (extension)

K

KADID — Konstanz Artificially Distorted Image Database

KAZE — feature detector (Japanese for "wind"; not an initialism)

KITTI — Karlsruhe Institute of Technology and Toyota Technological Institute (dataset)

KLT — Kanade-Lucas-Tomasi (tracker)

L

LDR — low dynamic range

LFW — Labeled Faces in the Wild (dataset)

LIVE — Laboratory for Image & Video Engineering (image-quality database)

LK — Lucas-Kanade

LMU — Ludwig Maximilian University of Munich

LOD — level of detail

LPIPS — Learned Perceptual Image Patch Similarity

LRGB — luminance plus red, green, blue (astrophotography channels)

M

MAGSAC — MARGinalizing SAmple Consensus

MAP — maximum a posteriori

MATLAB — Matrix Laboratory (software)

MLESAC — Maximum-Likelihood-Estimation SAmple Consensus

MLP — multilayer perceptron

MPEG — Moving Picture Experts Group

MPI — Max Planck Institute (the MPI Sintel optical-flow dataset)

MTCNN — Multi-task Cascaded Convolutional Networks

MTF — modulation transfer function

N

NA — numerical aperture

NCC — normalized cross-correlation

ND — neutral density (filter)

NEF — Nikon Electronic Format (file format)

NeRF — neural radiance field

NIMA — Neural Image Assessment

NIR — near infrared

NL — non-local (as in NL-means)

NMS — non-maximum suppression

NN — nearest neighbor (also neural network)

NPR — non-photorealistic rendering

NTIRE — New Trends in Image Restoration and Enhancement (challenge)

NYU — New York University (the NYU-Depth dataset)

O

OCL — on-chip lens

OIS — optical image stabilization

OTF — optical transfer function

P

PCA — principal component analysis

PDI — Pacific Data Images

PQ — perceptual quantizer (HDR transfer function)

PROSAC — PROgressive SAmple Consensus

PSF — point spread function

PSNR — peak signal-to-noise ratio

PWM — pulse-width modulation

Q

QP — quantization parameter (video coding)

QR — Quick Response (code)

R

R2D2 — Repeatable and Reliable Detector and Descriptor

RAF — Fujifilm Raw Format (file format)

RAFT — Recurrent All-pairs Field Transforms (optical flow)

RANSAC — RANdom SAmple Consensus

RBF — radial basis function

REDS — REalistic and Dynamic Scenes (dataset)

RMS — root mean square

S

SAD — sum of absolute differences

SDK — software development kit

SDR — standard dynamic range

SfM — structure from motion

SI — Système International d'Unités (International System of Units)

SIDD — Smartphone Image Denoising Dataset

SIFT — Scale-Invariant Feature Transform

SIMD — single instruction, multiple data

SLAM — simultaneous localization and mapping

SMPL — Skinned Multi-Person Linear model

SMPTE — Society of Motion Picture and Television Engineers

SNR — signal-to-noise ratio

SOR — successive over-relaxation

SR — super-resolution

SSD — sum of squared differences

SSIM — structural similarity (index)

SURF — Speeded-Up Robust Features

SVD — singular value decomposition

T

ToF — time of flight

U

UAV — unmanned aerial vehicle

UCS — uniform color space

UV — ultraviolet

V

VEB — Volkseigener Betrieb (East German state-owned enterprise)

VGG — Visual Geometry Group (Oxford)

W

WB — white balance

X

XMP — Extensible Metadata Platform

XOR — exclusive OR

Y

YUV — luma (Y) with blue- and red-difference chroma (U, V)