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Ensemble learning with advanced fast image filtering features for semi-global matching

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (4)

For the past several years, a variety of algorithms have been focused on how to exploit two-dimensional scanline optimization to augment one-dimension......

ST-CSNN: a novel method for vehicle counting

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (5)

Vehicle counting using computer vision techniques has potential to alleviate traffic congestion in intelligent transportation system. In this paper, w......

SA-SinGAN: self-attention for single-image generation adversarial networks

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (4)

Single-image training is a research hotspot task of generating adversarial networks, especially in tasks such as image editing and image coordination.......

FAE-GAN: facial attribute editing with multi-scale attention normalization

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (4)

Facial attribute editing has gained increasing attention recently. Previous methods tackle this challenge by incorporating encoder-decoder and generat......

A data independent approach to generate adversarial patches

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (3)

Deep neural networks are vulnerable to adversarial examples, i.e., carefully perturbed inputs designed to mislead the network at inference time. Recen......

Rock segmentation visual system for assisting driving in TBM construction

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (4)

The tunnel boring machine (TBM) is a key equipment for excavating long-range tunnels. It is a complex system and hard to be controlled well in practic......

Research on 3D model reconstruction based on a sequence of cross-sectional images

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (4)

It is often difficult to obtain the high-precision inner cavity contour size and 3D model of parts and components in reverse engineering. This paper p......

Dual-purpose method for de-hazing and enhancement of underwater and low-light images

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (5)

There are many similarities between underwater images and low-light images, such as image blur and color distortion, but for such problems, there are ......

A compressed matrix sequence method for solving normal equations of bundle adjustment

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (4)

Bundle adjustment is a least squares method-based algorithm for minimizing the global reprojection error and has provided an effective solution for st......

Images denoising for COVID-19 chest X-ray based on multi-resolution parallel residual CNN

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (4)

Chest X-ray (CXR) is a medical imaging technology that is common and economical to use in clinical. Recently, coronavirus (COVID-19) has spread worldw......

IC solder joint inspection via generator-adversarial-network based template

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (4)

Automatic optical inspection is a vital part of the production process for solder joints appearance inspection in surface mounted technology assemblin......

Automatic image co-segmentation: a survey

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (3)

Image co-segmentation is important for its advantage of alleviating the ill-pose nature of image segmentation through exploring the correlation betwee......

Sparse representation with enhanced nonlocal self-similarity for image denoising

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (5)

In the past decade, the sparsity prior of image is investigated and utilized widely as the development of compressed sensing theory. The dictionary le......

Image dataset creation and networks improvement method based on CAD model and edge operator for object detection in the manufacturing industry

期刊: MACHINE VISION AND APPLICATIONS, 2021; 32 (5)

Creating image dataset for object detection is a time-consuming and laborious work, seriously hindering the rapid application of object detection in t......

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