Results 21 to 30 of about 250,620 (292)
Digital Video Compression Using DCT-Based Iterated Function System (IFS)
Tikrit Journal of Pure Science, 2023 Large video files processing involves a huge volume of data. The codec, storage systems and network needs resource utilization, so it becomes important to minimize the used memory space and time to distribute these videos over the Internet using ...
Nevart A. Minas, Faten H. Al-Qadhee
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On Partition Metric Space, Index Function, and Data Compression [PDF]
Scientific Annals of Computer Science, 2018 We discuss a metric structure on the set of partitions of a finite set induced by the Gini index and two applications of this metric: the identification of determining sets for index functions using techniques that originate in machine learning, and a ...
D.A. Simovici, R. Sizov
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Learning and Compressing: Low-Rank Matrix Factorization for Deep Neural Network Compression
Applied Sciences, 2023 Recently, the deep neural network (DNN) has become one of the most advanced and powerful methods used in classification tasks. However, the cost of DNN models is sometimes considerable due to the huge sets of parameters.
Gaoyuan Cai +4 more
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Function-on-Function Linear Regression by Signal Compression
Journal of the American Statistical Association, 2017 We consider functional linear regression models with a functional response and multiple functional predictors, with the goal of finding the best finite dimensional approximation to the signal part of the response function. Defining the integrated squared correlation coefficient between a random variable and a random function, we propose to solve a ...
Luo, Ruiyan, Qi, Xin
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Sequential Hashing with Minimum Padding
Cryptography, 2018 This article presents a sequential domain extension scheme with minimum padding for hashing using a compression function. The proposed domain extension scheme is free from the length extension property.
Shoichi Hirose
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NRVC: Neural Representation for Video Compression with Implicit Multiscale Fusion Network
Entropy, 2023 Recently, end-to-end deep models for video compression have made steady advancements. However, this resulted in a lengthy and complex pipeline containing numerous redundant parameters.
Shangdong Liu +6 more
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Image Compression Using Walsh Functions
Doklady BGUIR, 2022 Currently, image transfer and storage require compression. In this article, the hybrid compression algorithm is used for color/black and white images. It includes the discrete wavelet transformation and the Walsh transformation that is used for quantization. The Walsh transform coefficients are quantized and arithmetically encoded.
A. A. Budzko +3 more
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Modulation masking release reduction as a function of time-compressed speech
Revista CEFAC, 2020 Purpose: to investigate the magnitude of the modulation masking release in sentence recognition as a function of compression level and modulation rate.
Fernando Augusto Pacífico +5 more
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Speech Compression using Wavelet Transforms [PDF]
Al-Rafidain Journal of Computer Sciences and Mathematics, 2007 In this research wavelet technique was used for speech compression. It was translated and scaled to groups which represent mother wavelet function. Applying the adopted algorithm with MATLAB software using Daubechies filters family (with multi-scale for ...
Khalil Al-Saif
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Functional Compression Through Graph Coloring [PDF]
IEEE Transactions on Information Theory, 2010 Motivated by applications to sensor networks and privacy preserving databases, we consider the problem of functional compression. The objective is to separately compress possibly correlated discrete sources such that an arbitrary but fixed deterministic function of those sources can be computed given the compressed data from each source.
Doshi, Vishal +3 more
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