Feed-forward and noise-tolerant detection of feature homogeneity in spiking networks with a latency code
Sign Up to like & getrecommendations! Published in 2021 at "Biological cybernetics"
DOI: 10.1007/s00422-021-00866-w
Abstract: In studies of the visual system as well as in computer vision, the focus is often on contrast edges. However, the primate visual system contains a large number of cells that are insensitive to spatial… read more here.
Keywords: latency; forward noise; noise tolerant; feed forward ... See more keywords
Towards instance-dependent label noise-tolerant classification: a probabilistic approach
Sign Up to like & getrecommendations! Published in 2018 at "Pattern Analysis and Applications"
DOI: 10.1007/s10044-018-0750-z
Abstract: Learning from labelled data is becoming more and more challenging due to inherent imperfection of training labels. Existing label noise-tolerant learning machines were primarily designed to tackle class-conditional noise which occurs at random, independently from… read more here.
Keywords: label noise; dependent label; noise tolerant; instance dependent ... See more keywords
Highly noise-tolerant hybrid algorithm for phase retrieval from a single-shot spatial carrier fringe pattern
Sign Up to like & getrecommendations! Published in 2018 at "Optics and Lasers in Engineering"
DOI: 10.1016/j.optlaseng.2017.08.011
Abstract: Abstract A highly noise-tolerant hybrid algorithm ( NTHA ) is proposed in this study for phase retrieval from a single-shot spatial carrier fringe pattern ( SCFP ), which effectively combines the merits of spatial carrier… read more here.
Keywords: phase; spatial carrier; noise tolerant; fringe ... See more keywords
Fast and noise-tolerant determination of the center of rotation in tomography
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Synchrotron Radiation"
DOI: 10.1107/s1600577521012777
Abstract: A rapid phase symmetry method for finding the center of rotation in tomographic data using two images located 180° ± Δθ apart is introduced. The method is more robust against photon noise than image correlation methods, and… read more here.
Keywords: determination center; fast noise; rotation; tolerant determination ... See more keywords
A New Noise-Tolerant Dual-Neural-Network Scheme for Robust Kinematic Control of Robotic Arms With Unknown Models
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/CAA Journal of Automatica Sinica"
DOI: 10.1109/jas.2022.105869
Abstract: Taking advantage of their inherent dexterity, robotic arms are competent in completing many tasks efficiently. As a result of the modeling complexity and kinematic uncertainty of robotic arms, model-free control paradigm has been proposed and… read more here.
Keywords: robotic arms; control; kinematic control; scheme ... See more keywords
Toward Facial Expression Recognition in the Wild via Noise-Tolerant Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3220669
Abstract: Facial Expression Recognition (FER) has recently emerged as a crucial area in Human-Computer Interaction (HCI) system for understanding the user’s inner state and intention. However, feature- and label-noise constitute the major challenge for FER in… read more here.
Keywords: network; noise; facial expression; expression recognition ... See more keywords
Massive-Scale Genre Communities Learning Using a Noise-Tolerant Deep Architecture
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2019.2955240
Abstract: Accurately categorizing million-scale Internet users (e.g., Flickr or Google Picasa) into multiple communities based on their genre tastes is an indispensable techniquein machine learning and multimedia. It can facilitate a series of applications, such as… read more here.
Keywords: image labels; deep architecture; noise tolerant; tolerant deep ... See more keywords
Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3236459
Abstract: Supervised deep learning has achieved tremendous success in many computer vision tasks, which however is prone to overfit noisy labels. To mitigate the undesirable influence of noisy labels, robust loss functions offer a feasible approach… read more here.
Keywords: mml mml; mml; loss functions; noise tolerant ... See more keywords
Noise-tolerant single-photon imaging with a superconducting nanowire camera.
Sign Up to like & getrecommendations! Published in 2020 at "Optics letters"
DOI: 10.1364/ol.394087
Abstract: The quality of an image is limited to the signal-to-noise ratio of the output from sensors. As the background noise increases much more than the signal, which can be caused by either a huge attenuation… read more here.
Keywords: photon; noise tolerant; camera; single photon ... See more keywords
Harmonic Noise-Tolerant ZNN for Dynamic Matrix Pseudoinversion and Its Application to Robot Manipulator
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2022.928636
Abstract: As we know, harmonic noises widely exist in industrial fields and have a crucial impact on the computational accuracy of the zeroing neural network (ZNN) model. For tackling this issue, by combining the dynamics of… read more here.
Keywords: harmonic noises; harmonic noise; dynamic matrix; znn ... See more keywords