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Everything about Image analysis
Extraction of information from images via digital image processing techniques
Image analysis or imagery analysis is the extraction of meaningful information from images; mainly from digital images by means of digital image processing techniques. Image analysis tasks can be as simple as reading bar coded tags or as sophisticated as identifying a person from their face. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Image analysisA 5-minute orientation
- Skim a recent paper: Explainable artificial intelligence (XAI) in deep learning-based medical image analysisInfluential work since 2022
- Pick up a classic book: Pattern RecognitionThe most-reprinted book on the subject
- Read the landmark paper: Fiji: an open-source platform for biological-image analysisCited 71,034 times
- Go sideways: Computer visionA closely related topic
- Go sideways: Object detectionA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Fiji: an open-source platform for biological-image analysis
NIH Image to ImageJ: 25 years of image analysis
Affordable image analysis using NIH Image/ImageJ
Medical Image Analysis
Digital Image Analysis
Morphological image analysis
FISH image analysis
Image analysis in chemistry II. Multivariate image analysis
🆕 Influential since 2022
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis
Transformers in medical image analysis
Image Augmentation Techniques for Mammogram Analysis
Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis
Image-text interaction graph neural network for image-text sentiment analysis
📚 Books worth reading
Pattern RecognitionCheng-Lin Liu · 2012
Image Analysis and RecognitionAurélio Campilho · 2004
Image analysis, classification, and change detection in remote sensingMorton John Canty · 2010- 📕Discrete Fourier Analysis and WaveletsS. Allen Broughton, Kurt Bryan · 2011
Combinatorial Image AnalysisReneta P. Barneva, Valentin E. Brimkov · 2008- 📕Applied medical image processingWolfgang Birkfellner · 2010
The illustrated wavelet transform handbookPaul S. Addison · 2002
Image processing, analysis, and machine visionMilan Sonka, Vaclav Hlavac · 1993
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
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- List of datasets in computer vision and image processing This is a list of datasets for machine learning research. It is part of the list of datasets for machine-learning research. These datasets consist primarily…
- Rigid motion segmentation In computer vision, rigid motion segmentation is the process of separating regions, features, or trajectories from a video sequence into coherent subsets…
- Outline of object recognition Object recognition – technology in the field of computer vision for finding and identifying objects in an image or video sequence. Humans recognize a multitude…
- Trevor Darrell Trevor Jackson Darrell is an American computer scientist and professor in the Computer Science Division of the University of California, Berkeley. His…