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Journal articles on the topic 'Information coding mathematics'

Author: Grafiati

Published: 4 June 2021

Last updated: 5 February 2022

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1

Chua, Boon Liang. "Harry Potter and the Coding of Secrets." Mathematics Teaching in the Middle School 14, no. 2 (2008): 114–21. http://dx.doi.org/10.5951/mtms.14.2.0114.

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When students learn mathematics, they tend to understand and remember the mathematical processes that they find practical and relevant. It is not surprising then that Principles and Standards for School Mathematics (NCTM 2000) encourages teachers to help students discover the relevance of mathematics in their daily lives. To help young people realize that mathematics is alive and constantly evolving, it is important for teachers to share information with students about new developments in mathematics. However, it is often difficult to find source material that illustrates appropriate applicati

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Radavičius, Marijus, Tomas Rekašius, and Jurgita Židanavičiūtė. "Local Symmetry of Non-Coding Genetic Sequences." Informatica 30, no. 3 (2019): 553–71. http://dx.doi.org/10.15388/informatica.2019.218.

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Chang, Chin‐Chen, and Hsien‐Wen Tseng. "VQ‐Based Image Watermarking Using Anti‐Gray Coding." Informatica 15, no. 2 (2004): 147–60. http://dx.doi.org/10.15388/informatica.2004.051.

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Savić, Milan S., Zoran H. Perić, and Milan R. Dinčić. "Coding Algorithm for Grayscale Images Based on Piecewise Uniform Quantizers." Informatica 23, no. 1 (2012): 125–40. http://dx.doi.org/10.15388/informatica.2012.352.

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Dinčić, Milan R., Zoran H. Perić, and Aleksandra Ž. Jovanović. "New Coding Algorithm Based on Variable-Length Codewords for Piecewise Uniform Quantizers." Informatica 27, no. 3 (2016): 527–48. http://dx.doi.org/10.15388/informatica.2016.98.

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Tomić, Stefan S., Zoran H. Perić, and Jelena R. Nikolić. "An Algorithm for Simple Differential Speech Coding Based on Backward Adaptation Technique." Informatica 29, no. 3 (2018): 539–53. http://dx.doi.org/10.15388/informatica.2018.180.

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Nikolic, Jelena, and Zoran Peric. "Lloyd–Max's Algorithm Implementation in Speech Coding Algorithm Based on Forward Adaptive Technique." Informatica 19, no. 2 (2008): 255–70. http://dx.doi.org/10.15388/informatica.2008.212.

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Gorlov, V. N., A. A. Malafeeva, and S. I. Malafeev. "Coding and restoration of information by using dynamical systems." Journal of Mathematical Sciences 158, no. 2 (2009): 201–10. http://dx.doi.org/10.1007/s10958-009-9383-5.

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Nosovskiy, Gleb. "Geometrical coding of color images." Publications de l'Institut Math?matique (Belgrade) 103, no. 117 (2018): 159–73. http://dx.doi.org/10.2298/pim1817159n.

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Formal analysis and computer recognition of 2D color images is important branch of modern computer geometry. However, existing algorithms, although they are highly developed, are not quite satisfactory and seem to be much worse than (unknown) algorithms, which our brain uses to analyze eye information. Almost all existing algorithms omit colors and deal with grayscale transformations only. But in many cases color information is important. In this paper fundamentally new method of coding and analyzing color digital images is suggested. The main point of this method is that a full-color digital

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Frank, Ove, and Per Weidenman. "Controlling individual information in statistics by coding." Journal of Statistical Planning and Inference 17 (January 1987): 321–36. http://dx.doi.org/10.1016/0378-3758(87)90123-6.

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Keshet, Guy, Yossef Steinberg, and Neri Merhav. "Channel Coding in the Presence of Side Information." Foundations and Trends® in Communications and Information Theory 4, no. 6 (2008): 445–586. http://dx.doi.org/10.1561/0100000025.

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Cartwright, Julyan H. E., Simone Giannerini, and Diego L. González. "DNA as information: at the crossroads between biology, mathematics, physics and chemistry." Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 374, no. 2063 (2016): 20150071. http://dx.doi.org/10.1098/rsta.2015.0071.

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On the one hand, biology, chemistry and also physics tell us how the process of translating the genetic information into life could possibly work, but we are still very far from a complete understanding of this process. On the other hand, mathematics and statistics give us methods to describe such natural systems—or parts of them—within a theoretical framework. Also, they provide us with hints and predictions that can be tested at the experimental level. Furthermore, there are peculiar aspects of the management of genetic information that are intimately related to information theory and commun

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Reagan, James. "Get the Message? Cryptographs, Mathematics, and Computers." Mathematics Teacher 79, no. 7 (1986): 547–53. http://dx.doi.org/10.5951/mt.79.7.0547.

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Most students realize that functions can be constructed to describe various physical phenomena, but it is not clear when inverses of functions are needed. One appropriate application of functions and their inverses is the coding and decoding of messages and information exchanged among people. Computers can be especially helpful in this process.

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Jost, Jürgen. "Biological information." Theory in Biosciences 139, no. 4 (2020): 361–70. http://dx.doi.org/10.1007/s12064-020-00327-1.

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AbstractIn computer science, we can theoretically neatly separate transmission and processing of information, hardware and software, and programs and their inputs. This is much more intricate in biology. Nevertheless, I argue that Shannon’s concept of information is useful in biology, although its application is not as straightforward as many people think. In fact, the recently developed theory of information decomposition can shed much light on the complementarity between coding and regulatory, or internal and environmental information. The key challenge that we formulate in this contribution

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Cai, Ning, and Zhaozhi Zhang. "On variable length coding with side information for discrete memoryless sources." Acta Mathematicae Applicatae Sinica 3, no. 4 (1987): 289–97. http://dx.doi.org/10.1007/bf02008366.

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Benoit, Landry, Étienne Belin, David Rousseau, and François Chapeau-Blondeau. "Information-Theoretic Modeling of Trichromacy Coding of Light Spectrum." Fluctuation and Noise Letters 13, no. 04 (2014): 1450025. http://dx.doi.org/10.1142/s0219477514500254.

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Trichromacy is the representation of a light spectrum by three scalar coordinates. Such representation is universally implemented by the human visual system and by RGB (Red Green Blue) cameras. We propose here an informational model for trichromacy. Based on a statistical analysis of the dynamics of individual photons, the model demonstrates a possibility for describing trichromacy as an information channel, for which the input–output mutual information can be computed to serve as a measure of performance. The capabilities and significance of the informational model are illustrated and motivat

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Wills, Peter R. "DNA as information." Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 374, no. 2063 (2016): 20150417. http://dx.doi.org/10.1098/rsta.2015.0417.

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This article reviews contributions to this theme issue covering the topic ‘DNA as information’ in relation to the structure of DNA, the measure of its information content, the role and meaning of information in biology and the origin of genetic coding as a transition from uninformed to meaningful computational processes in physical systems.

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Sasaki, M. "Toward implementation of coding for quantum sources and channels." Quantum Information and Computation 4, no. 6&7 (2004): 526–36. http://dx.doi.org/10.26421/qic4.6-7-11.

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We review our experiment on quantum source and channel codings, the most fundamental operations in quantum info-communications. For both codings, entangling letter states is essential. Our model is based on the polarization-location coding, and a quasi-single photon linear optics implementation to entangle the polarization and location degrees of freedom. Using single-photon events in a subset of possible cases, we simulate quantum coding-decoding operations for nonorthogonal states under the quasi-pure state condition. In the quantum channel coding, we double the spatial bandwidth (number of

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Glukhova, Natalya V., and Elina E. Safina. "METHODOLOGICAL OPPORTUNITIES OF INCLUDING TOPIC «ERROR CORRECTING CODES OF REEDSOLOMON» IN TEACHER TRAINING HIGHER EDUCATION." Volga Region Pedagogical Search 34, no. 4 (2020): 116–24. http://dx.doi.org/10.33065/2307-1052-2020-4-34-116-124.

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In this article we are going to demonstrate how the topic “error correcting codes” can be used in training teachers of mathematics and IT. This topic is useful as teachers will know more about actual problems of information protection. The attempt to improve some shortcomings in scientific literature on Reed-Solomon codes (concerning students’ difficulties in understanding this topic) is presented here. The article describes the example of mathematical method of solving the problem of Reed-Solomon coding and decoding with error correction. Systematic coding is based on code seed, decoding is b

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Bogdanov, Stepan A., and Leonid L. Frumin. "Soliton orthogonal frequency division multiplexing with phase–frequency coding on the base of inverse scattering transform." Journal of Inverse and Ill-posed Problems 29, no. 4 (2021): 629–34. http://dx.doi.org/10.1515/jiip-2020-0128.

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Abstract We propose a method for increasing the speed and spectral efficiency of information transmission over soliton communication lines, based on algorithms for solving inverse and direct scattering problems, in the frame of a modern soliton orthogonal frequency division multiplexing (SOFDM) approach. The proposed method uses a simultaneous phase and frequency coding. This phase–frequency coding method retains all the technological advantages of the SOFDM method, and due to the additional frequency coding, a noticeable increase in the information transfer rate over the soliton optical lines

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Tyrygin, I. Ya. "Estimates of amount of information in the probability model of image coding." Ukrainian Mathematical Journal 47, no. 4 (1995): 665–69. http://dx.doi.org/10.1007/bf01056057.

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Masuda, Naoki, and Kazuyuki Aihara. "Dual coding hypotheses for neural information representation." Mathematical Biosciences 207, no. 2 (2007): 312–21. http://dx.doi.org/10.1016/j.mbs.2006.09.009.

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Tamir, Boaz, and Avner Priel. "Reversibility and efficiency in coding protein information." Journal of Theoretical Biology 267, no. 4 (2010): 519–25. http://dx.doi.org/10.1016/j.jtbi.2010.09.025.

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Hu, Jie, Mengyuan Li, Kun Yang, Soon Xin Ng, and Kai-Kit Wong. "Unary Coding Controlled Simultaneous Wireless Information and Power Transfer." IEEE Transactions on Wireless Communications 19, no. 1 (2020): 637–49. http://dx.doi.org/10.1109/twc.2019.2947491.

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Raginsky, Maxim. "Concentration of Measure Inequalities in Information Theory, Communications, and Coding." Foundations and Trends® in Communications and Information Theory 10, no. 1-2 (2013): 1–247. http://dx.doi.org/10.1561/0100000064.

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26

WANG, NING, and LIZHONG PENG. "BALANCED MULTIPLE DESCRIPTION SUBBAND CODING." International Journal of Wavelets, Multiresolution and Information Processing 09, no. 04 (2011): 571–86. http://dx.doi.org/10.1142/s0219691311004225.

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Multiple description coding is one of the source coding techniques used to alleviate the problems of packet loss in network. The objective is to encode a source into two (or more) bitstreams supporting two quality levels of decoding: A high-quality reconstruction decoded from the two bitstreams together, and two lower ones, but still acceptable, decoded from either of the two bitstreams individually. Most of the earlier works concentrated on the trade-off between redundancy and average side distortion, which is insufficient to evaluate the system performance. In this paper, we discuss the diff

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27

Arora, H. D., and Anjali Dhiman. "Comparative Study of Generalized Quantitative-Qualitative Inaccuracy Fuzzy Measures for Noiseless Coding Theorem and 1:1 Codes." International Journal of Mathematics and Mathematical Sciences 2015 (2015): 1–6. http://dx.doi.org/10.1155/2015/258675.

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In coding theory, we study various properties of codes for application in data compression, cryptography, error correction, and network coding. The study of codes is introduced in Information Theory, electrical engineering, mathematics, and computer sciences for the transmission of data through reliable and efficient methods. We have to consider how coding of messages can be done efficiently so that the maximum number of messages can be sent over a noiseless channel in a given time. Thus, the minimum value of mean codeword length subject to a given constraint on codeword lengths has to be foun

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Prank, Klaus, Fabrizio Gabbiani, and Georg Brabant. "Coding efficiency and information rates in transmembrane signaling." Biosystems 55, no. 1-3 (2000): 15–22. http://dx.doi.org/10.1016/s0303-2647(99)00078-7.

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29

Simić, Nikola, Zoran H. Perić, and Milan S. Savić. "Coding Algorithm for Grayscale Images – Design of Piecewise Uniform Quantizer with Golomb–Rice Code and Novel Analytical Model for Performance Analysis." Informatica 28, no. 4 (2017): 703–24. http://dx.doi.org/10.15388/informatica.2017.152.

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30

Fan, Baojie, Yingkui Du, and Yang Cong. "Online Learning Discriminative Dictionary with Label Information for Robust Object Tracking." Abstract and Applied Analysis 2014 (2014): 1–12. http://dx.doi.org/10.1155/2014/189317.

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A supervised approach to online-learn a structured sparse and discriminative representation for object tracking is presented. Label information from training data is incorporated into the dictionary learning process to construct a robust and discriminative dictionary. This is accomplished by adding an ideal-code regularization term and classification error term to the total objective function. By minimizing the total objective function, we learn the high quality dictionary and optimal linear multiclassifier jointly using iterative reweighed least squares algorithm. Combined with robust sparse

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31

Taylor, John. "16–19 Mathematics by the School Mathematics Project. Information and coding, Pp 92. ISBN 0-521-42647-2. Information and coding. Unit guide £4.75. 1991 Pp 32. (Cambridge University Press) ISBN 0-521-42658-8." Mathematical Gazette 76, no. 477 (1992): 417–18. http://dx.doi.org/10.1017/s0025557200151952.

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32

Riznyk, Volodymyr. "Advanced Information Technologies under Manifold Coordinate Systems." International Journal of Mathematical Models and Methods in Applied Sciences 15 (April 5, 2021): 63–67. http://dx.doi.org/10.46300/9101.2021.15.9.

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In this paper, we regard information technologies under manifold coordinate systems, namely the concept of Ideal Ring Bundles (IRBs), which can be used for configure of the system with the minimized basis for vector data coding and processing designs. The concept involves establishing harmonious mutual penetration of symmetry and asymmetry law as the remarkable property of real space, which allows optimize information technologies based on the law for finding optimal solutions for wide classes of technological problems in informatics, using novel designs based on combinatorial configurations s

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Chui, Charles K., and Jianzhong Wang. "Shannon Wavelet Approach to Sub-Band Coding." International Journal of Wavelets, Multiresolution and Information Processing 01, no. 02 (2003): 233–42. http://dx.doi.org/10.1142/s0219691303000098.

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It is well known that the Shannon Sampling Theorem allows us to fully recover a continuous-time bandlimited signal from its digital samples, as long as the sampling rate to be chosen is not smaller than the Nyquist frequency. This theory applies to all bandlimited signals, which may or may not occupy the entire frequency band. Hence, it is intuitively convincing that for continuous-time signals, such as those in speech, that do not fully utilize the entire frequency intervals, less digital samples are required for their full recovery. Current techniques in sub-band coding are used for achievin

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HU, XIYUAN, SILONG PENG, and WEN-LIANG HWANG. "MULTIPLE COMPONENT PREDICTIVE CODING OF IMAGES." International Journal of Wavelets, Multiresolution and Information Processing 11, no. 02 (2013): 1350012. http://dx.doi.org/10.1142/s0219691313500124.

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The conventional multiple component image compression approach separates the input image into several components, each of which is predicted and encoded independently. This approach creates redundancy because the prediction methods as well as the residual subcomponents must be transmitted. In this paper, we propose a new multiple-component predictive coding framework. First, we separate the reconstructed image into several subcomponents. Then, we use the previously encoded subcomponent to predict the current block, and then combine the prediction residuals of each subcomponent. To separate an

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St-Hilaire, Martin, and André Longtin. "Coding of information in models of tuberous electroreceptors." Mathematical Biosciences 188, no. 1-2 (2004): 157–74. http://dx.doi.org/10.1016/j.mbs.2003.08.012.

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Zhang, Xi, and Noriaki Fukuda. "Lossy to lossless image coding based on wavelets using a complex allpass filter." International Journal of Wavelets, Multiresolution and Information Processing 12, no. 04 (2014): 1460002. http://dx.doi.org/10.1142/s0219691314600029.

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Wavelet-based image coding has been adopted in the international standard JPEG 2000 for its efficiency. It is well-known that the orthogonality and symmetry of wavelets are two important properties for many applications of signal processing and image processing. Both can be simultaneously realized by the wavelet filter banks composed of a complex allpass filter, thus, it is expected to get a better coding performance than the conventional biorthogonal wavelets. This paper proposes an effective implementation of orthonormal symmetric wavelet filter banks composed of a complex allpass filter for

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Morikawa, Hiroyuki, and Hiroshi Harashima. "Image sequence coding using 3-D structure and motion information." Systems and Computers in Japan 22, no. 8 (1991): 87–96. http://dx.doi.org/10.1002/scj.4690220809.

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HUANG, YI-BIN, SONG-SONG LI, and YI-YOU NIE. "CONTROLLED DENSE CODING VIA GHZ-CLASS STATE." International Journal of Modern Physics C 19, no. 10 (2008): 1509–14. http://dx.doi.org/10.1142/s0129183108013059.

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A controlled quantum dense coding protocol with GHZ-class state is proposed. In this case the sender (Alice) can send information to the receiver (Bob), whereas the supervisor (Cliff) can control the quantum channel between Alice and Bob via his local measurement. The amount of classical information is shown to be controlled by the supervisor through adjustments of the local measurement angles and depend on the coefficients of the original GHZ-class state. We also give two concrete methods for Alice to deal with one of Cliff's measurement result which is more complicated.

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Bruyère, Véronique, and Clelia De Felice. "Any Lifting of a Trace Coding Is a Word Coding." Information and Computation 130, no. 2 (1996): 183–93. http://dx.doi.org/10.1006/inco.1996.0088.

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Yang, Jie. "Multiple Description Wavelet-Based Image Coding Using Iterated Function System." Mathematical Problems in Engineering 2013 (2013): 1–12. http://dx.doi.org/10.1155/2013/924274.

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Recent literature highlights the multiple description coding (MDC) as a promising method to solve the problem of resilient image coding over error-prone networks, where packet losses occur. In this paper, we introduce a novel multiple description wavelet-based image coding scheme using fractal. This scheme exploits the fractal’s ability, which is to describe the different resolution scale similarity (redundancy) among wavelet coefficient blocks. When one description is lost, the lost information can be reconstructed by the proposed iterated function system (IFS) recovering scheme with the simi

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Hidayah, Miftahul, and Helen Forgasz. "A COMPARISON OF MATHEMATICAL TASKS TYPES USED IN INDONESIAN AND AUSTRALIAN TEXTBOOKS BASED ON GEOMETRY CONTENTS." Journal on Mathematics Education 11, no. 3 (2020): 385–404. http://dx.doi.org/10.22342/jme.11.3.11754.385-404.

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This study examined the type of mathematical tasks in two Australian and two Indonesian mathematics textbooks for 7th-grade students. The quantitative data were collected from the coding results of the tasks in the textbooks. The tasks were coded based on six categories: the presentation forms, the cognitive requirements, the contextual features, the information provided, the number of steps required, and the numbers of answers. Both the similarities and differences in the mathematical tasks provided in the selected textbooks were analysed. The coding results reveal that the majority of tasks

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Zang, Miao, Huimin Xu, and Yongmei Zhang. "Kernel-Based Multiview Joint Sparse Coding for Image Annotation." Mathematical Problems in Engineering 2017 (2017): 1–11. http://dx.doi.org/10.1155/2017/6727105.

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It remains a challenging task for automatic image annotation problem due to the semantic gap between visual features and semantic concepts. To reduce the gap, this paper puts forward a kernel-based multiview joint sparse coding (KMVJSC) framework for image annotation. In KMVJSC, different visual features as well as label information are considered as distinct views and are mapped to an implicit kernel space, in which the original nonlinear separable data become linearly separable. Then, all the views are integrated into a multiview joint sparse coding framework aiming to find a set of optimal

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Röth, Kai, Shuai Shao, and Julijana Gjorgjieva. "Efficient population coding depends on stimulus convergence and source of noise." PLOS Computational Biology 17, no. 4 (2021): e1008897. http://dx.doi.org/10.1371/journal.pcbi.1008897.

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Sensory organs transmit information to downstream brain circuits using a neural code comprised of spikes from multiple neurons. According to the prominent efficient coding framework, the properties of sensory populations have evolved to encode maximum information about stimuli given biophysical constraints. How information coding depends on the way sensory signals from multiple channels converge downstream is still unknown, especially in the presence of noise which corrupts the signal at different points along the pathway. Here, we calculated the optimal information transfer of a population of

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LIN, CHUNYU, YAO ZHAO, and CE ZHU. "TWO-STAGE MULTIPLE DESCRIPTION IMAGE CODING USING TCQ." International Journal of Wavelets, Multiresolution and Information Processing 07, no. 05 (2009): 665–73. http://dx.doi.org/10.1142/s0219691309003185.

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In this paper, we incorporate Trellis Coded Quantization (TCQ) into a two-stage multiple description coding structure to obtain granular gain over two-stage multiple description Scalar Quantizer (SQ). Analysis and experiment on Gaussian signal show that the performance of the proposed scheme can achieve larger gain than that of the two-stage SQ scheme because of better performance of TCQ. The proposed scheme for image coding is shown to be more effective than other relevant multiple description image coding schemes in terms of central-side-distortion rate performance.

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Herlina, Herlina, and Teady Matius Surya Mulyana. "ANALISIS PERSEPSI DAN HUBUNGAN PRESTASI BELAJAR MATEMATIKA DENGAN PRESTASI BAHASA PEMROGRAMAN." Jurnal Ilmiah Matematika dan Pendidikan Matematika 11, no. 1 (2020): 1. http://dx.doi.org/10.20884/1.jmp.2020.12.1.1932.

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Mathematics is the basis before learning coding-based courses. This type of research is quantitative descriptive. Sample of 110 informatics engineering students. The results of the study showed a significant association of learning outcomes in mathematics with the achievement of learning programming languages. The magnification coefficient of 0.663 has a moderate and positive meaning. The contribution of mathematics in explaining programming languages is 43.97% and the remaining 56.03% is accepted by other variables. Students' perceptions of mathematics and programming languages consist of

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Emerson, Robert Wall, and Dawn Anderson. "What Mathematical Images Are in a Typical Mathematics Textbook? Implications for Students with Visual Impairments." Journal of Visual Impairment & Blindness 112, no. 1 (2018): 20–32. http://dx.doi.org/10.1177/0145482x1811200103.

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Introduction Visually impaired students (that is, those who are blind or have low vision) have difficulty accessing curricular material in mathematical textbooks because many mathematics texts have visual images that contain important content information that are not transcribed or described in digital versions of the texts. However, little is known about the extent to which this issue exists within texts and what sort of information is contained in visual material in mathematics texts. This article describes a process undertaken to classify images in a selection of math textbooks that are cur

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Nonomura, Tomoyuki, Kazumi Yamashita, and Kiyotsugu Satoh. "High-Efficiency Image-Coding Method Using Vector Quantization and Block Coding." Systems and Computers in Japan 20, no. 9 (1989): 100–108. http://dx.doi.org/10.1002/scj.4690200910.

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Wang, Ning, Shuangkui Ge, Baobin Li, and Lizhong Peng. "Multiple description image compression based on multiwavelets." International Journal of Wavelets, Multiresolution and Information Processing 17, no. 01 (2019): 1850063. http://dx.doi.org/10.1142/s0219691318500637.

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Multiple description coding (MDC) is one of the source coding techniques to alleviate the problems of packet loss in the network. The decoder estimates the lost signals from received ones, based on the certain statistical correlation between descriptions. However, this correlation also leads to compression redundancy at the same time. Therefore, how to make efficient use of the introduced correlation has great importance in practical MDC approaches. In this paper, we propose a multiple description image coding scenario based on balanced multiwavelets. Two simple and effective methods to recons

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LERNER, VLADIMIR S. "THE INFORMATION MODELING OF THE ENCODING-DECODING PROCESSES AT TRANSFORMATION OF BIOLOGICAL INFORMATION." Journal of Biological Systems 12, no. 02 (2004): 201–30. http://dx.doi.org/10.1142/s0218339004001075.

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Using the Informational Macrodynamics (IMD), the paper focuses on information modeling DNA structure and code, encoding-decoding mechanisms for the transformation and synthesis of information, and the telomerase information functions that these mechanisms generate. As an alternative to experimental DNA discovery, the considered double spiral information structure (DSS) and its coding language implement the IMD analytical model. The transferred pieces of the DSS' information code are synthesized into meaningful units, integrated by an information network. The analysis of the cognitive informati

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Fu, Zhe. "Embedded Image and Video Coding Algorithm Based on Adaptive Filtering Equation." Advances in Mathematical Physics 2021 (September 8, 2021): 1–11. http://dx.doi.org/10.1155/2021/7953993.

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Based on the improved adaptive filtering method, this paper conducts in-depth discussion and research on embedded graphics and video coding and chooses to improve the adaptive filtering algorithm from three aspects: starting point prediction, search template, and window partitioning. The algorithm is imported into the encoder for video capture and encoding. By capturing videos of different formats, resolutions, and times, the memory size of the video files collected before and after the algorithm optimization is compared, and the optimized algorithm occupies the memory space of the video file

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