The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains
In applications such as social, energy, transportation, sensor, and neuronal networks, high-
dimensional data naturally reside on the vertices of weighted graphs. The emerging field of …
dimensional data naturally reside on the vertices of weighted graphs. The emerging field of …
Wavelets for fault diagnosis of rotary machines: A review with applications
Over the last 20 years, particularly in last 10 years, great progress has been made in the
theory and applications of wavelets and many publications have been seen in the field of …
theory and applications of wavelets and many publications have been seen in the field of …
[BOOK][B] Computer vision: algorithms and applications
R Szeliski - 2022 - books.google.com
Humans perceive the three-dimensional structure of the world with apparent ease. However,
despite all of the recent advances in computer vision research, the dream of having a …
despite all of the recent advances in computer vision research, the dream of having a …
Drop an octave: Reducing spatial redundancy in convolutional neural networks with octave convolution
In natural images, information is conveyed at different frequencies where higher frequencies
are usually encoded with fine details and lower frequencies are usually encoded with global …
are usually encoded with fine details and lower frequencies are usually encoded with global …
Wavelet transform for rotary machine fault diagnosis: 10 years revisited
As a multi-resolution analysis method rooted rigorously in mathematics, wavelet transform
(WT) has shown its great potential in rotary machine fault diagnosis, characterized by …
(WT) has shown its great potential in rotary machine fault diagnosis, characterized by …
Factoring wavelet transforms into lifting steps
This article is essentially tutorial in nature. We show how any discrete wavelet transform or
two band subband filtering with finite filters can be decomposed into a finite sequence of …
two band subband filtering with finite filters can be decomposed into a finite sequence of …
The lifting scheme: A custom-design construction of biorthogonal wavelets
W Sweldens - Applied and computational harmonic analysis, 1996 - Elsevier
We present the lifting scheme, a new idea for constructing compactly supported wavelets
with compactly supported duals. The lifting scheme uses a simple relationship between all …
with compactly supported duals. The lifting scheme uses a simple relationship between all …
[BOOK][B] The illustrated wavelet transform handbook: introductory theory and applications in science, engineering, medicine and finance
PS Addison - 2017 - taylorfrancis.com
This second edition of The Illustrated Wavelet Transform Handbook: Introductory Theory and
Applications in Science, Engineering, Medicine and Finance has been fully updated and …
Applications in Science, Engineering, Medicine and Finance has been fully updated and …
The JPEG 2000 still image compression standard
One of the aims of the standardization committee has been the development of Part I, which
could be used on a royalty-and fee-free basis. This is important for the standard to become …
could be used on a royalty-and fee-free basis. This is important for the standard to become …
Graph wavelet neural network
We present graph wavelet neural network (GWNN), a novel graph convolutional neural
network (CNN), leveraging graph wavelet transform to address the shortcomings of previous …
network (CNN), leveraging graph wavelet transform to address the shortcomings of previous …