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Article
Deep Learning-Based Image and Video Inpainting: A Survey
Image and video inpainting is a classic problem in computer vision and computer graphics, aiming to fill in the plausible and realistic content in the missing areas of images and videos. With the advance of de...
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Chapter and Conference Paper
A Joint Learning Model for Open Set Recognition with Post-processing
In open set recognition (OSR), the model not only needs to correctly recognize known class samples, but also needs to be able to effectively reject unknown samples. To address this problem, we propose a joint ...
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Chapter and Conference Paper
SMOF: Squeezing More Out of Filters Yields Hardware-Friendly CNN Pruning
Researchers have proposed various structured Convolutional Neural Networks (CNNs) pruning strategies to make them work efficiently on edge devices. However, most of them focus on reducing the number of filter ...
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Chapter and Conference Paper
An Adaptive Fuzzy Clustering Algorithm Based on Multi-threshold for Infrared Image Segmentation
To obtain the satisfied performance of infrared image segmentation in complex environments, an adaptive fuzzy clustering algorithm based on multi-threshold (AFC_MT) is proposed. The methodology uses a coarse-f...
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Chapter and Conference Paper
Nonparametric Discriminant Analysis Based on the Trace Ratio Criterion
Feature extraction is a hot topic in machine learning and pattern recognition. This paper proposes a new nonparametric linear feature extraction method called nonparametric discriminant analysis based on the t...
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Chapter and Conference Paper
Single Training Sample Face Recognition Based on Gabor and 2DPCA
Single training sample face recognition problem is a challenge in face recognition field, so the distinguished feature extracting is important step for improving the recognition correct rate under the conditio...