Everything about Chroma subsampling

🧭 Start here: a 6-step reading path

1. Read the overview: Chroma subsamplingA 5-minute orientation
2. Skim a recent paper: Intelligent Driver Drowsiness Detection for Traffic Safety Based on Multi CNN Deep Model and Facial SubsamplingInfluential work since 2022
3. Pick up a classic book: National Health and Nutrition Examination SurveyThe most-reprinted book on the subject
4. Read the landmark paper: The program structure does not reliably recover the correct population structure when sampling is uneven: subsampling and new estimators alleviate the problemCited 957 times
5. Go sideways: YCbCrA closely related topic
6. Go sideways: Y′UVA closely related topic

🏆 Landmark papers (most cited)

• The program structure does not reliably recover the correct population structure when sampling is uneven: subsampling and new estimators alleviate the problem

  Sebastien J. Puechmaille · 2016 · Molecular Ecology Resources · 957 citations

• Optimal Subsampling for Large Sample Logistic Regression

  HaiYing Wang, Rong Zhu, Ping Ma · 2018 · Journal of the American Statistical Association · 276 citations

• Improved normalization of species count data in ecology by scaling with ranked subsampling (SRS): application to microbial communities

  Lukas Beule, Petr Karlovsky · 2020 · PeerJ · 248 citations

• Evaluation of subsampling and fixation procedures used for counting rumen protozoa

  B A Dehority · 1984 · Applied and Environmental Microbiology · 232 citations

• DCT-based image watermarking using subsampling

  W.C. Chu · 2003 · IEEE Transactions on Multimedia · 224 citations

• Effects of Sampling Area and Subsampling Procedure on Comparisons of Taxa Richness among Streams

  Mark R. Vinson, Charles P. Hawkins · 1996 · Journal of the North American Benthological Society · 179 citations

• Phylogenomic Subsampling and the Search for Phylogenetically Reliable Loci

  Nicolás Mongiardino Koch · 2021 · Molecular Biology and Evolution · 148 citations

• Optimal subsampling for quantile regression in big data

  Haiying Wang, Yanyuan Ma · 2020 · Biometrika · 143 citations

🆕 Influential since 2022

• Intelligent Driver Drowsiness Detection for Traffic Safety Based on Multi CNN Deep Model and Facial Subsampling

  Muneeb Ahmed, Sarfaraz Masood, Musheer Ahmad · 2022 · IEEE Transactions on Intelligent Transportation Systems · 97 citations

• Sparse observations induce large biases in estimates of the global ocean CO 2 sink: an ocean model subsampling experiment

  Judith Hauck, Cara Nissen, Peter Landschützer · 2023 · Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences · 68 citations

• Representative subsampling methods for the chemical identification of microplastic particles in environmental samples

  Hannah De Frond, Anna M. O'Brien, Chelsea M. Rochman · 2023 · Chemosphere · 61 citations

• A review on design inspired subsampling for big data

  Jun Yu, Mingyao Ai, Zhiqiang Ye · 2023 · Statistical Papers · 54 citations

• A 12.8–15.0-GHz Low-Jitter Fractional-N Subsampling PLL Using a Voltage-Domain Quantization-Error Cancellation

  Juyeop Kim, Yongwoo Jo, Hangi Park · 2024 · IEEE Journal of Solid-State Circuits · 45 citations

📚 Books worth reading

• 📕National Health and Nutrition Examination SurveyNational Center for Health Statistics (U.S.) · 2013
• 📕White space communication technologiesNuno Borges Carvalho, Alessandro Cidronali · 2014
• The Jackknife and BootstrapJun Shao, Dongsheng Tu · 1995
• National crime surveysUnited States. Law Enforcement Assistance Administration · 1978
• 📕National crime surveysUnited States · 1978
• SubsamplingDimitris N. Politis · 1999
• Inventory of slash fuels using 3P subsamplingWilliam R. Beaufait · 1974
• 📕Seed testingSabry G. Elias · 2012

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

• YCbCr YCbCr, Y′CbCr, also written as YCBCR or Y′CBCR, is a family of color spaces used as a part of the color image pipeline in digital video and photography…
• Y′UV Y′UV, also written YUV, is the color model found in the PAL analogue color TV standard. A color is described as a Y′ component (luma) and two chroma components…
• Chrominance Chrominance (C for short), or simply chroma, is the signal used in video systems to convey the color information of the picture (see YUV color model),…
• Multiple Sub-Nyquist Sampling Encoding MUSE (Multiple sub-Nyquist Sampling Encoding), commercially known as Hi-Vision (a contraction of HIgh-definition teleVISION) was a Japanese analog high-definiti…
• Luma (video) In video, luma ( Y ′ {\displaystyle Y'} ) represents the brightness in an image (the "black-and-white" or achromatic portion of the image). Luma is typically…
• Rec. 2100 ITU-R Recommendation BT.2100, more commonly known by the abbreviations Rec. 2100 or BT.2100, introduced high-dynamic-range television (HDR-TV) by recommending…
• YPbPr YPbPr or Y'PbPr, also written as YPBPR, is a color space used in video electronics, in particular in reference to component video cables. Like YCBCR, it…
• S-Video S-Video (also known as separate video, Y/C, and super video) is an analog video signal format that carries standard-definition video, typically at 525…