29,259 technical terms and definitions
image feature extraction, image feature, feature extraction
Image Feature Extraction Introduction & Motivation Image Feature Extraction addresses a central problem in vision process control and feature-descriptor-sift-surf-orb prediction…
device physics
Image Force Lowering is the reduction of a potential energy barrier at a conductor-dielectric or metal-semiconductor interface caused by the electrostatic attraction between…
text to image, diffusion model, flow matching, gan, generative image ai
Image generation creates or edits visual content from text, images, masks, layout, or noise using learned generative models. Diffusion, flow, GAN, and autoregressive systems…
image inpainting completion, image inpainting, inpainting completion
Image Inpainting Completion Introduction & Motivation Image Inpainting Completion addresses a central problem in vision process control and missing-region-reconstruction…
Image Inpainting Generation Introduction & Motivation Image Inpainting Generation addresses a central problem in generative generation and inpainting-realism synthesis: how…
Image Outpainting and Extension Introduction & Motivation Image Outpainting and Extension addresses a central problem in generative generation and semantic-consistency-extension…
multimodal ai
Image paragraph generation is the task of producing coherent multi-sentence paragraphs that describe an image with richer detail and narrative flow than single-sentence captions…
Image Paragraph Generation Introduction & Motivation Image Paragraph Generation addresses a central problem in multimodal learning and paragraph-coherence-quality alignment: how…
evaluation
Image quality assessment is the process of estimating perceptual and technical quality of images using human judgments, reference comparisons, or learned metrics - it is essential…
image quality assessment iqa, image quality assessment, quality assessment iqa, image quality, quality assessment, assessment iqa
Image Quality Assessment IQA Introduction & Motivation Image Quality Assessment IQA addresses a central problem in vision process control and image-quality-metric-assessment…
image reject mixer, mirror frequency
Image rejection is the problem a receiver's frequency-conversion mixer creates by folding two entirely different input frequencies onto the identical output frequency — the actual…
image restoration denoising, image restoration, restoration denoising
Image Restoration Denoising Introduction & Motivation Image Restoration Denoising addresses a central problem in vision process control and noise-type-gaussian-poisson-salt…
rag
Image retrieval is the retrieval process that finds relevant images from a corpus using visual similarity, text queries, or both - it is important when key evidence is encoded…
image retrieval similarity, image retrieval, retrieval similarity
Image Retrieval Similarity Introduction & Motivation Image Retrieval Similarity addresses a central problem in vision process control and image-search-similarity-ranking…
image scanning vulnerability, image scanning, scanning vulnerability
Image Scanning Vulnerability Introduction & Motivation Image Scanning Vulnerability addresses a central problem in cloud process control and vulnerability-detection-comprehensive…
data analysis
Image Segmentation for Defects is the pixel-level classification of wafer and device images into defect and non-defect regions — providing precise defect outlines, sizes…
image segmentation, fully convolutional networks, ade20k aspp cnn crf ct fcn, image segmentation & fully convolutional networks, image segmentation fully, segmentation fully convolutional
Fully convolutional networks (FCNs) adapted the standard convolutional neural network architecture for image segmentation specifically by replacing a network's final…
image segmentation instance panoptic, image segmentation instance, segmentation instance panoptic, image segmentation, segmentation instance, instance panoptic
Instance segmentation distinguishes between separate individual object instances even when those distinct instances genuinely share the exact same object category, while panoptic…
instance segmentation, panoptic segmentation, mask prediction pixel, sam segment anything
Semantic segmentation assigns each individual pixel to a specific object category, such as car, road, or sky, but genuinely does not distinguish between multiple separate…
image segmentation semantic, image segmentation, segmentation semantic
Image Segmentation Semantic Introduction & Motivation Image Segmentation Semantic addresses a central problem in vision process control and segmentation-pixel-level-classification…
U-Net Segmentation Architecture Introduction & Motivation U-Net Segmentation Architecture addresses a central problem in vision processing and skip-connection-preservation…
Image Semantic Understanding Introduction & Motivation Image Semantic Understanding addresses a central problem in multimodal learning and semantic-accuracy-completeness…
cmos image sensor fabrication, backside illumination bsi, pixel architecture sensor, stacked image sensor
CMOS Image Sensor (CIS) Process Technology is the specialized semiconductor manufacturing flow that creates arrays of millions of photodiodes integrated with per-pixel amplifiers…
cmos image sensor, cis, ccd sensor, backside illumination, bsi sensor
image sensor is a semiconductor array that converts incident photons into spatially organized electrical samples. CMOS image sensors are the eyes of phones, vehicles, robots…
image sensor dark current prediction machine learning, image sensor, dark current prediction, ccd cmos, image sensor dark current prediction, image sensor dark, sensor dark current
Image Sensor Dark Current Prediction with Machine Learning Introduction & Motivation Image Sensor Dark Current Prediction with Machine Learning addresses a central problem…
cmos direct address readout, serial conveyor vs parallel grid, image sensor reference diagram
CCD's Walking Potential Well vs. CMOS's Direct Address two different answers to reading a million-point grid through a handful of pins Backside illumination later undid CMOS's one…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, confront how light becomes charge in silicon
Confront How Light Becomes Charge in Silicon 1. Confront How Light Becomes Charge in Silicon Every image sensor, CCD or CMOS, starts from the same physical fact: a photon striking…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, define the photodiode and photogate as the basic sensing structures
Define the Photodiode and Photogate as the Basic Sensing Structures 2. Define the Photodiode and Photogate as the Basic Sensing Structures Two basic silicon structures turn…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, define why capturing a 2d image needed a readout scheme
Define Why Capturing a 2D Image Needed a Readout Scheme 3. Define Why Capturing a 2D Image Needed a Readout Scheme Sensing light at a point is only half the problem. A useful…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, trace boyle and smiths 1969 invention of the ccd at bell labs
Trace Boyle and Smith's 1969 Invention of the CCD at Bell Labs 4. Trace Boyle and Smith's 1969 Invention of the CCD at Bell Labs In September 1969, Willard Boyle and George Smith…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, define the charge coupling mechanism as a shifting potential well
Define the Charge-Coupling Mechanism as a Shifting Potential Well 5. Define the Charge-Coupling Mechanism as a Shifting Potential Well A CCD moves a packet of charge down a row…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, define frame transfer and interline transfer ccd architectures
Define Frame-Transfer and Interline-Transfer CCD Architectures 6. Define Frame-Transfer and Interline-Transfer CCD Architectures A full CCD imager needs the charge-coupling…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, confront blooming and smear and their structural fixes
Confront Blooming and Smear and Their Structural Fixes 7. Confront Blooming and Smear and Their Structural Fixes Two related artifacts dogged early CCD imagers. Blooming occurs…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, trace early ccd commercialization at fairchild and sony
Trace Early CCD Commercialization at Fairchild and Sony 8. Trace Early CCD Commercialization at Fairchild and Sony Fairchild Semiconductor shipped some of the first commercially…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, trace ccds in scientific and astronomical imaging including hubble
Trace CCDs in Scientific and Astronomical Imaging, Including Hubble 9. Trace CCDs in Scientific and Astronomical Imaging, Including Hubble Astronomy adopted CCDs earlier and more…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, trace ccds in consumer camcorders and early digital cameras
Trace CCDs in Consumer Camcorders and Early Digital Cameras 10. Trace CCDs in Consumer Camcorders and Early Digital Cameras Through the 1980s and 1990s, CCDs moved from Sony's…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, mark the 2009 nobel prize in physics for boyle and smith
Mark the 2009 Nobel Prize in Physics for Boyle and Smith 11. Mark the 2009 Nobel Prize in Physics for Boyle and Smith In 2009, the Nobel Prize in Physics recognized Willard Boyle…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, confront why ccds single output serial readout became a bottleneck
Confront Why CCD's Single-Output Serial Readout Became a Bottleneck 12. Confront Why CCD's Single-Output Serial Readout Became a Bottleneck The CCD's defining strength, walking…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, trace eric fossums active pixel sensor work at jpl
Trace Eric Fossum's Active-Pixel Sensor Work at JPL 13. Trace Eric Fossum's Active-Pixel Sensor Work at JPL In the early 1990s, Eric Fossum, working at NASA's Jet Propulsion…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, define the three transistor and four transistor cmos pixel
Define the Three-Transistor and Four-Transistor CMOS Pixel 14. Define the Three-Transistor and Four-Transistor CMOS Pixel The simplest practical implementation of Fossum's…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, define rolling shutter and global shutter readout tradeoffs
Define Rolling Shutter and Global Shutter Readout Tradeoffs 15. Define Rolling Shutter and Global Shutter Readout Tradeoffs A CMOS sensor reads one row at a time, because each row…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, confront the fill factor problem and the microlens fix
Confront the Fill-Factor Problem and the Microlens Fix 16. Confront the Fill-Factor Problem and the Microlens Fix Every transistor added to a CMOS pixel, the reset…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, define backside illumination as the deeper fix
Define Backside Illumination as the Deeper Fix 17. Define Backside Illumination as the Deeper Fix Backside illumination restructures where light enters a CMOS sensor chip…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, trace cmos integration advantage on chip adc and signal processing
Trace CMOS Integration Advantage: On-Chip ADC and Signal Processing 18. Trace CMOS Integration Advantage: On-Chip ADC and Signal Processing Because CMOS image sensors are…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, trace cmos takeover of camera phones and consumer cameras
Trace CMOS Takeover of Camera Phones and Consumer Cameras 19. Trace CMOS Takeover of Camera Phones and Consumer Cameras Camera phones, emerging in the early 2000s and exploding…
charge-coupled device, CMOS image sensor, active pixel sensor, photodiode, image sensor, close by naming where ccd and cmos sensors sit today
Close by Naming Where CCD and CMOS Sensors Sit Today 20. Close by Naming Where CCD and CMOS Sensors Sit Today Today, CMOS image sensors dominate almost every volume application…
image style transfer, image style, style transfer
Image Style Transfer Introduction & Motivation Image Style Transfer addresses a central problem in vision process control and style-transfer-neural-algorithm prediction: how…
single image super resolution, real esrgan upscaling, diffusion super resolution, srcnn super resolution
Deep Learning Image Super-Resolution is the computer vision technique that reconstructs a high-resolution (HR) image from a low-resolution (LR) input — using neural networks…
multimodal ai
Image-Text Contrastive Learning (ITC) is the dominant pre-training paradigm for aligning vision and language — training dual encoders to identifying the correct image-text pair…
multimodal ai
Image-text contrastive learning is the multimodal training approach that aligns image and text embeddings by pulling matched pairs together and pushing mismatched pairs apart - it…