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H-NeXt: The next step towards roto-translation invariant networks
bridges the gap between equivariance and invariance. H-NeXt is a parameter-efficient roto-translation invariant network that is trained without a single augmented image for learning ...
Computer hardware and architecture
- 2023 •
- O
Rok uplatnění
O - Ostatní výsledky
An Efficient Translation of Timed-Arc Petri Nets to Networks of Timed Automata
-arc Petri net model to networks of timed automata. The translation is implemented the efficiency of the translation and in some cases the translated models verify to networks of timed automata, t...
IN - Informatika
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
Wavelet Transform in Classification of Biomedical Images
The paper presents selected methods of image feature extraction using both Radon and Wavelet transforms to evaluate features invariant to image rotation and translation and their classification by neural networks. A special...
JD - Využití počítačů, robotika a její aplikace
- 2005 •
- O
Rok uplatnění
O - Ostatní výsledky
Wavelet Transform in Classification of Biomedical Images
The paper presents selected methods of image feature extraction using both Radon and Wavelet transforms to evaluate features invariant to image rotation and translation and their classification by neural networks. A special...
JD - Využití počítačů, robotika a její aplikace
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
Translation-Invariant Kernels for Multivariable Approximation
Suitability of shallow (one-hidden-layer) networks with translation-invariant kernel units for function approximation and classification tasks is investigated. It is shown that a critical property influencing the capabiliti...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2021 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Leaf classification from binary image via artificial intelligence
The invariant recognition of 2D binary images is the main subject of the paper. Two methods for invariant pattern recognition based on 2D Fourier power spectrum with guaranteed translation invariance are proposed. ...
JD - Využití počítačů, robotika a její aplikace
- 2016 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Combined invariants to convolution and rotation and their application to image registration.
A new class of moment-based features invariant to image rotation, translation, and also to convolution with an unknown point-spread function is introduced in this paper. These features can be used for the recognition of objects capt...
JD - Využití počítačů, robotika a její aplikace
- 2001 •
- D
Rok uplatnění
D - Stať ve sborníku
Design Criteria for Hierarchical Exclusive Code with Parameter-Invariant Decision Regions for Wireless 2-Way Relay Channel
hierarchical codewords have decision regions invariant to the channel parameters as seen by the relay). We utilize the criterion for parameter-invariant constellation space boundary to obtain the codebooks with ch...
JA - Elektronika a optoelektronika, elektrotechnika
- 2010 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
On Design of Channel Parameter Invariant FSK in Two-Way Relay Channel
alphabet regardless of dimensionality is parameter invariant and higher thanWe focus on modulation design suitable for physical network coding in two-way such parameters which worse the system performance. We show...
JA - Elektronika a optoelektronika, elektrotechnika
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
Towards a General Description of Translation-Invariant and Translation-Covariant Linear Transformations: A Natural Justification of Fourier Transforms and Fuzzy Transforms
. The corresponding translation-invariant transformations are easy to describe: they correspond the invariance condition and require only that the transformation be translation-covariant (i.e., that it appropriatel...
BA - Obecná matematika
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
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