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Image segmentation based on multiscale fast spectral clustering

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (16)

Spectral clustering is a popular clustering algorithm, which has a large number of applications in image segmentation tasks. However, its applicabilit......

Fast coding scheme for low complexity 3D-HEVC based on video content property

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (17)

3D-high efficiency video coding (3D-HEVC) is the latest new extension standard of high efficiency video coding (HEVC) for multi-view video plus depth ......

Medical image super-resolution via deep residual neural network in the shearlet domain

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (17)

This paper proposes aconvolutional neural network (CNN)-based efficient medical image super-resolution (SR) method in the shearlet domain. Because of ......

One-dimensional image surface blur algorithm based on wavelet transform and bilateral filtering

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (19)

Image noises are usually generated in the processes of collection, transmission, and storage of images, while some noises, named internal noises, come......

MGBN: Convolutional neural networks for automated benign and malignant breast masses classification

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (17)

Automated benign and malignant breast masses classification is a crucial yet challenging topic. Recently, many studies based on convolutional neural n......

Self-attention-based neural networks for refining the overlength product titles

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (18)

Online sellers often produce redundant and lengthy product textual titles with extra information on e-commerce platforms to attract the attentions of ......

Domain adaptation with structural knowledge transfer learning for person re-identification

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (19)

Recently, supervised person re-identification (Re-ID) algorithms have achieved great performance on benchmarks. However, it highly depends on labeled ......

A novel automatic image caption generation using bidirectional long-short term memory framework

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (17)

Image Captioning, the process of generating a textual description of an image, has emerged as a hot research due to its practical importance in many d......

Research on anti-conflict extraction method of multimedia video information based on machine learning

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (15)

In order to solve the problems of long time, poor denoising performance, low quality of multimedia video information and low efficiency of information......

Image scrambling adversarial autoencoder based on the asymmetric encryption

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (18)

For the purpose of information transmission security, image scrambling is to encrypt the image by changing the image pixel values and pixel positions.......

Privacy-preserving data collection for 1: M dataset

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (20)

Generation of humongous data in recent times is due to the ever-growing sources, primarily the Internet of Things, which is then collected to develop ......

RD(2)A: densely connected residual networks using ASPP for brain tumor segmentation

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (18)

The variations among shapes, sizes, and locations of tumors are obstacles for accurate automatic segmentation. U-Net is a simplified approach for auto......

Remote sensing image recognition based on dual-channel deep learning network

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (18)

In the face of remote sensing images with diversified information, the recognition of remote sensing images only through local features or global feat......

Deeper super-resolution generative adversarial network with gradient penalty for sonar image enhancement

期刊: MULTIMEDIA TOOLS AND APPLICATIONS, 2021; 80 (18)

In the field of underwater wireless communication, the acoustic signal has the advantages of low attenuation, long propagation distance, and high fide......

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