A survey of visual neural networks: current trends, challenges and opportunities

P Feng, Z Tang - Multimedia Systems, 2023 - Springer
Research of visual neural networks (VNNs) is one of the most important topics in deep
learning and has received wide attention from industry and academia for their promising …

Efficient hashing method using 2D-2D PCA for image copy detection

X Liang, Z Tang, Z Huang, X Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Image copy detection is an important technology of copyright protection. This paper
proposes an efficient hashing method for image copy detection using 2D-2D (two-directional …

Robust image hashing with isomap and saliency map for copy detection

X Liang, Z Tang, J Wu, Z Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Compression technology for representing image is on demand for efficiently processing
images in the Big Data era. Image hashing is an effective compression technology for …

Robust hashing with local tangent space alignment for image copy detection

X Liang, Z Tang, X Zhang, M Yu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Robust hashing is a useful technique for the image applications of watermarking,
authentication, quality assessment and copy detection. This paper proposes a new robust …

Image perceptual hashing for content authentication based on Watson's visual model and LLE

H Xing, H Che, Q Wu, H Wang - Journal of Real-Time Image Processing, 2023 - Springer
Image perceptual hashing has been widely used in image content authentication. In order to
extract hashing sequences that are more consistent with the subjective feeling of human's …

Robust hashing via global and local invariant features for image copy detection

X Liang, Z Tang, Z Li, M Yu, H Zhang… - ACM Transactions on …, 2023 - dl.acm.org
Robust hashing is a powerful technique for processing large-scale images. Currently, many
reported image hashing schemes do not perform well in balancing the performances of …

Research on energy efficiency management of forklift based on improved yolov5 algorithm

Z Li, K Lu, Y Zhang, Z Li, JB Liu - Journal of Mathematics, 2021 - Wiley Online Library
As an important tool for loading, unloading, and distributing palletized goods, forklifts are
widely used in different links of industrial production process. However, due to the rapid …

Fingerprinting indoor positioning method based on kernel ridge regression with feature reduction

Y Le, S Jin, H Zhang, W Shi… - … and Mobile Computing, 2021 - Wiley Online Library
An important goal of indoor positioning systems is to improve positioning accuracy as well
as reduce power consumption. In this paper, we propose an indoor positioning method …

Robust Image Hashing with Weighted Saliency Map and Laplacian Eigenmaps

X Liang, Z Tang, X Zhang, X Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Copy detection is crucial for protecting image copyright. This paper proposes a robust image
hashing approach via Weighted Saliency Map (WSM) and Laplacian Eigenmaps …

Robust image hashing combining 3d space contour and vector angle features

S Liu, Y Zhao - The Computer Journal, 2023 - academic.oup.com
In this paper, an image hashing scheme combining 3D space contour (TDSC) features with
vector angle (VA) features is proposed. The proposed algorithm extracts the 3D contours of …