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Improved barnacles mating optimizer algorithm for feature selection and support vector machine optimization

期刊: PATTERN ANALYSIS AND APPLICATIONS, 2021; 24 (3)

With the rapid development of computer technology, data collection becomes easier, and data object presents more complex. Data analysis method based o......

Ridgelet moment invariants for robust pattern recognition

期刊: PATTERN ANALYSIS AND APPLICATIONS, 2021; 24 (3)

Moment invariants are an especially important research topic in pattern recognition. There are many kinds of moment invariants published in the litera......

SSD based on contour-material level for domain adaptation

期刊: PATTERN ANALYSIS AND APPLICATIONS, 2021; 24 (3)

In the field of object detection, domain migration has gradually become a hot issue. We hope that the model trained in the domain with label-rich can ......

A novel clustering algorithm by adaptively merging sub-clusters based on the Normal-neighbor and Merging force

期刊: PATTERN ANALYSIS AND APPLICATIONS, 2021; 24 (3)

Clustering by fast search and find of density peaks (DPC) is a popular clustering method based on density and distance. In DPC, each non-center point'......

An improved small object detection method based on Yolo V3

期刊: PATTERN ANALYSIS AND APPLICATIONS, 2021; 24 (3)

In this paper, an improved algorithm based on Yolo V3 is proposed, which can effectively improve the accuracy of small target detection. First of all,......

An approach to improve SSD through mask prediction of multi-scale feature maps

期刊: PATTERN ANALYSIS AND APPLICATIONS, 2021; 24 (3)

We propose a novel single shot object detection network with a mask prediction branch. Our motivation is to enhance object detection features with sem......

A real-time two-stage and dual-check template matching algorithm based on normalized cross-correlation for industrial vision positioning

期刊: PATTERN ANALYSIS AND APPLICATIONS, 2021; 24 (3)

In this paper, a fast template matching algorithm of two-stage and dual-check bounded partial correlation (TDBPC) based on normalized cross-correlatio......

Target re-aware deep tracking based on correlation filters updated online

期刊: PATTERN ANALYSIS AND APPLICATIONS, 2021; 24 (3)

Deep trackers often use convolutional neural networks (CNNs) pre-trained to extract features. The training dataset always does not contain the trackin......

A study on intelligent diagnosis model of shortwave receiving system based on improved KFCM and LapSVM

期刊: PATTERN ANALYSIS AND APPLICATIONS, 2021; 24 (3)

Aiming at the difficulty of obtaining a large number of labeled samples of the shortwave receiving system, an intelligent diagnosis method for the sho......

Real-time one-shot learning gesture recognition based on lightweight 3D Inception-ResNet with separable convolutions

期刊: PATTERN ANALYSIS AND APPLICATIONS, 2021; 24 (3)

Gesture recognition is a popular research field in computer vision and the application of deep neural networks greatly improves its performance. Howev......

The framework of learnable kernel function and its application to dictionary learning of SPD data

期刊: PATTERN ANALYSIS AND APPLICATIONS, ; ()

The kernel method of machine learning is to transform data from data space to reproducing kernel Hilbert space (RKHS) and then perform machine learnin......

Advanced skeleton-based action recognition via spatial-temporal rotation descriptors

期刊: PATTERN ANALYSIS AND APPLICATIONS, ; ()

As human action is a spatial-temporal process, modern action recognition research has focused on exploring more effective motion representations, rath......

A new approach for generation of generalized basic probability assignment in the evidence theory

期刊: PATTERN ANALYSIS AND APPLICATIONS, ; ()

The process of information fusion needs to deal with a large number of uncertain information with multi-source, heterogeneity, inaccuracy, unreliabili......

Approaches on crowd counting and density estimation: a review

期刊: PATTERN ANALYSIS AND APPLICATIONS, ; ()

In recent years, urgent needs for counting crowds and vehicles have greatly promoted research of crowd counting and density estimation. Benefiting fro......

Robust and effective multiple copy-move forgeries detection and localization

期刊: PATTERN ANALYSIS AND APPLICATIONS, ; ()

Copy-move (or copy-paste or cloning) is one of the most common image forgeries, wherein one or more region are copied and pasted within the same image......

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