Theoretical results for applying neural networks to lossless image compression

1994 ◽  
Vol 5 (4) ◽  
pp. 583-597 ◽  
Author(s):  
Steve G Romaniuk
Keyword(s):  
Neural Networks ◽  
Image Compression ◽  
Lossless Image Compression ◽  
Theoretical Results

Pixel pyramid for lossless image compression using Arithmetic Coding

1993 ◽  
Author(s):  
Krystyna Ohnesorge ◽  
Peter Stucki ◽  
Hartwig Thomas
Keyword(s):  
Image Compression ◽  
Arithmetic Coding ◽  
Lossless Image Compression

Global dissipativity and exponential synchronization of mixed time-varying delays neural networks with discontinuous activations

2020 ◽  
Vol 21 (7-8) ◽  
pp. 693-704 ◽  
Author(s):  
Kaifang Fei ◽  
Minghui Jiang ◽  
Meng Yan ◽  
Weizhen Liu
Keyword(s):  
Neural Networks ◽  
State Feedback ◽  
Exponential Synchronization ◽  
Matrix Measure ◽  
Analysis Techniques ◽  
Discontinuous Activations ◽  
Inclusion Theory ◽  
Generalized Halanay Inequality ◽  
New Criteria ◽  
Theoretical Results

AbstractIn this paper, the matters of dissipativity and synchronization for non-autonomous Hopfield neural networks with discontinuous activations are investigated. Firstly, under the framework of extending Filippov differential inclusion theory, several effective new criteria are derived. The global dissipativity of Filippov solution to neural networks is proved by using generalized Halanay inequality and matrix measure method. Secondly, the global exponential synchronization of the addressed network drive system and the response system is realized by utilizing inequality and some analysis techniques and designing the discontinuous state feedback controller. Finally, several numerical examples are given to verify the validity of the theoretical results.

Lossy-to-lossless image compression based on multiplier-less reversible integer time domain lapped transform

2010 ◽  
Vol 25 (8) ◽  
pp. 622-632 ◽  
Author(s):  
Lei Wang ◽  
Licheng Jiao ◽  
Jiaji Wu ◽  
Guangming Shi ◽  
Yanjun Gong
Keyword(s):  
Image Compression ◽  
Time Domain ◽  
Lossless Image Compression
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