期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 79 ()
Deep neural networks, including deep auto-encoder (DAE) and generative adversarial networks (GAN), have been extensively applied for visual anomaly de......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 77 ()
The fully convolutional siamese network based trackers achieve great progress recently. Most of these methods focus on improving the capability of sia......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 79 ()
Video hashing is a useful technique of many multimedia systems, such as video copy detection, video authentication, tampering localization, video retr......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 76 ()
In this paper, we propose a new reversible data hiding method in encrypted images. Due to spatial correlation, there is a large probability that the a......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 78 ()
Image conversion has attracted mounting attention due to its practical applications. This paper proposes a lightweight network structure that can impl......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 79 ()
Humans tend to allocate attention to semantic entities. Objects are important in fixation selection, but not all the objects are equally attractive. I......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 74 ()
Recent studies have shown that super-resolution can be significantly improved by using deep convolution neural network. Although applying a larger num......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 78 ()
Deep learning based stereo matching algorithms have produced impressive disparity estimation for recent years; and the success of them has once oversh......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 78 ()
Transfer learning from natural image datasets, such as ImageNet, is common for applying deep learning to medical imaging. However, the modalities of n......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 78 ()
Traditional lossless compression methods for satellite hyperspectral imagery focus on exploiting spatial and/or spectral redundancy. Those methods do ......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 77 ()
Copy-move forgery is one of the most common image tampering schemes, with the potential use for misleading the opinion of the general public. Keypoint......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 79 ()
The existing hashing methods mainly handle either the feature based nearest-neighbor search or the category level image retrieval, whereas a few effor......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 77 ()
Recently, single image super-resolution (SISR) has been widely applied in the fields of underwater robot vision and obtained remarkable performance. H......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 79 ()
While deep learning-based image compression methods have shown impressive coding performance, most existing methods are still in the mire of two limit......
期刊： JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2021; 76 ()
Robust loop-closure detection is essential for visual SLAM. Traditional methods often focus on the geometric and visual features in most scenes but ig......
