Global surface features contribute to human haptic roughness estimations
Sign Up to like & getrecommendations! Published in 2022 at "Experimental Brain Research"
DOI: 10.1007/s00221-021-06289-0
Abstract: Previous studies have paid special attention to the relationship between local features (e.g., raised dots) and human roughness perception. However, the relationship between global features (e.g., curved surface) and haptic roughness perception is still unclear.… read more here.
Keywords: local features; haptic roughness; roughness; roughness estimations ... See more keywords
Clamp forming of local features on sheet metals
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Materials Processing Technology"
DOI: 10.1016/j.jmatprotec.2019.116331
Abstract: Abstract Some local features usually have to be formed on the sheet metal parts for further usage, e.g. assembly. Stamping has been extensively applied to form the local features, but in an inconvenient and inefficient… read more here.
Keywords: sheet metal; force; features sheet; local features ... See more keywords
Vision‐based road slope estimation methods using road lines or local features from instant images
Sign Up to like & getrecommendations! Published in 2019 at "IET Intelligent Transport Systems"
DOI: 10.1049/iet-its.2018.5479
Abstract: In this study, the authors study lateral and longitudinal road slope estimation, which are important parameters to control a vehicle laterally in lane-keeping assistance and longitudinally in adaptive cruise control, respectively. They present three methods… read more here.
Keywords: road; slope; road lines; local features ... See more keywords
Face Recognition Using Composite Features Based on Discriminant Analysis
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DOI: 10.1109/access.2018.2812725
Abstract: Extracting holistic features from the whole face and extracting the local features from the sub-image have pros and cons depending on the conditions. In order to effectively utilize the strengths of various types of holistic… read more here.
Keywords: face recognition; local features; composite features; face ... See more keywords
Global and Local Features Through Gaussian Mixture Models on Image Semantic Segmentation
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DOI: 10.1109/access.2022.3192605
Abstract: The semantic segmentation task aims at dense classification at the pixel-wise level. Deep models exhibited progress in tackling this task. However, one remaining problem with these approaches is the loss of spatial precision, often produced… read more here.
Keywords: segmentation; local features; gaussian mixture; global local ... See more keywords
Matrix Completion Based on Low-Rank and Local Features Applied to Images Recovery and Recommendation Systems
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DOI: 10.1109/access.2022.3204660
Abstract: Recent advances have shown that the challenging problem of matrix completion arises from real-world applications, such as image recovery, and recommendation systems. Existing matrix completion methods utilize the low-rank property of sparse matrices to fill… read more here.
Keywords: matrix completion; local features; completion; low rank ... See more keywords
Progressive Network Grafting With Local Features Embedding for Few-Shot Knowledge Distillation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3218890
Abstract: Compared with traditional knowledge distillation, which relies on a large amount of data, few-shot knowledge distillation can distill student networks with good performance using only a small number of samples. Some recent studies treat the… read more here.
Keywords: network; local features; knowledge distillation; block ... See more keywords
A Novel Technique Solving Shortages of Low-Concentration Samples of Electronic Nose Based on Global and Local Features Fusion
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2020.2998821
Abstract: Low-concentration samples play an important role in the training of the electronic nose (E-nose), while low-concentration samples are difficult to obtain because of the limited accuracy of sensor detection, and the confect precision of low-concentration… read more here.
Keywords: electronic nose; local features; concentration samples; concentration ... See more keywords
Seizure Prediction Using Undulated Global and Local Features
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Biomedical Engineering"
DOI: 10.1109/tbme.2016.2553131
Abstract: In this study, a seizure prediction method is proposed based on a patient-specific approach by extracting undulated global and local features of preictal/ictal and interictal periods of EEG signals. The proposed method consists of feature… read more here.
Keywords: eeg signals; local features; undulated global; global local ... See more keywords
Point Cloud Generation Using Deep Adversarial Local Features for Augmented and Mixed Reality Contents
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2022.3141093
Abstract: We present a generative model-based point cloud generation method using deep adversarial local features. The proposed generative adversarial network (GAN) can reduce computational load and increase the accuracy in three-dimensional (3D) acquisition, reconstruction, and rendering… read more here.
Keywords: cloud generation; point cloud; reality; local features ... See more keywords
Global–Local Enhancement Network for Short Text Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2021.3085994
Abstract: Because of the limited context information, it is a challenging task to classify short texts. Most existing methods only focus on extracting high-quality local features or global features from text to construct text representations, which… read more here.
Keywords: local enhancement; enhancement network; local features; text ... See more keywords