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High-Quality Image Compression Algorithm Design Based on Unsupervised Learning [PDF]
Increasingly massive image data is restricted by conditions such as information transmission and reconstruction, and it is increasingly difficult to meet the requirements of speed and integrity in the information age.
Shuo Han +5 more
doaj +2 more sources
A comparative analysis of the state-of-the-art lossless image compression techniques [PDF]
Lossless data reduction is essential for data transmission over the Internet and the storage of data in a digital device when data loss is not permitted. The application of image compression is essential for image storing, image classification, and image
Rahman Atiqur +2 more
doaj +1 more source
A novel lossy image compression algorithm using multi-models stacked AutoEncoders
The extensive use of images in many fields increased the demand for image compression algorithms to overcome the transfer bandwidth and storage limitations. With image compression, disk space, and transmission speed can be efficiently reduced.
Salam Fraihat, Mohammed Azmi Al-Betar
doaj +1 more source
Context-Aware Image Compression. [PDF]
We describe a physics-based data compression method inspired by the photonic time stretch wherein information-rich portions of the data are dilated in a process that emulates the effect of group velocity dispersion on temporal signals.
Jacky C K Chan +3 more
doaj +1 more source
Binary Compressed Imaging [PDF]
Compressed sensing can substantially reduce the number of samples required for conventional signal acquisition at the expense of an additional reconstruction procedure. It also provides robust reconstruction when using quantized measurements, including in the one-bit setting.
Aurélien, Bourquard, Michael, Unser
openaire +2 more sources
Soft Compression for Lossless Image Coding Based on Shape Recognition
Soft compression is a lossless image compression method that is committed to eliminating coding redundancy and spatial redundancy simultaneously. To do so, it adopts shapes to encode an image.
Gangtao Xin, Pingyi Fan
doaj +1 more source
An Improved Image Compression Technique Using EZW and SPHIT Algorithms
Uncompressed form of the digital images are needed a very large storage capacity amount, as a consequence requires large communication bandwidth for data transmission over the network.
Aqeel K. Kadhim +2 more
doaj +1 more source
Optimized Block-Based Lossy Image Compression Technique for Wireless Sensor Networks
Traditionally, image compression algorithms have primarily focused on optimizing storage without considering resource-constrained applications, such as wireless sensor networks (WSNs).
Bose A. Lungisani +3 more
doaj +1 more source
Iris Recognition: The Consequences of Image Compression [PDF]
Iris recognition for human identification is one of the most accurate biometrics, and its employment is expanding globally. The use of portable iris systems, particularly in law enforcement applications, is growing.
Belcher, Craig +3 more
core +3 more sources
IMPROVED WAVELET COMPRESSION ALGORITHM FOR COLOR IMAGE
An image compression technique has been done in research in the recent years due to its clarity and quality compared to other techniques. Image compression based on wavelet is very important-role and occupies many applications.
S Anantha Babu +2 more
doaj +1 more source

