Data deduplication techniques for efficient cloud storage management: a systematic review

R Kaur, I Chana, J Bhattacharya - The Journal of Supercomputing, 2018 - Springer
The exponential growth of digital data in cloud storage systems is a critical issue presently
as a large amount of duplicate data in the storage systems exerts an extra load on it …

Local neighborhood difference pattern: A new feature descriptor for natural and texture image retrieval

M Verma, B Raman - Multimedia Tools and Applications, 2018 - Springer
A new image retrieval technique using local neighborhood difference pattern (LNDP) has
been proposed for local features. The conventional local binary pattern (LBP) transforms …

Semantic segmentation of autonomous driving scenes based on multi-scale adaptive attention mechanism

D Liu, D Zhang, L Wang, J Wang - Frontiers in neuroscience, 2023 - frontiersin.org
Introduction Semantic segmentation is a crucial visual representation learning task for
autonomous driving systems, as it enables the perception of surrounding objects and road …

A new approach of multilevel unsupervised clustering for detecting replication level in large image set

M Gunashree, ST Ahmed, M Sindhuja… - Procedia Computer …, 2020 - Elsevier
Replicate and near-replicate images are variants derived from original images that are
common among the large number of images on the cloud, desktop and mobile storage …

An improved cultural algorithm and its application in image matching

X Yan, T Song, Q Wu - Multimedia Tools and Applications, 2017 - Springer
Cultural Algorithm (CA) are a class of computational models derived from observing the
cultural evolution process in nature and is used to solve complex calculations of the new …

Duplicate image detection using deep learning modified SVM and k-NN classification method for multimedia application

MK Singh, S Kumar, R Ranjan, D Nandan - Soft Computing, 2024 - Springer
This paper discussed an efficient technique to detect near-duplicate images with higher
accuracy. The proposed method improved the existing accuracy of near-duplicate image …

Secure real-time image protection scheme with near-duplicate detection in cloud computing

D Liu, J Shen, A Wang, C Wang - Journal of Real-Time Image Processing, 2020 - Springer
With advancements in technologies of the Internet and multi-media, various images need to
be generated and transmitted anytime. Restricted by local constrained storage space, users …

Research on product detection and recognition methods for intelligent vending machines

J Xu, Z Chen, W Fu - Frontiers in Neuroscience, 2023 - frontiersin.org
With the continuous development of China's economy and the improvement of residents'
living standards, it also brings increasing costs of labor and rent. In addition, the impact of …

Deep multi-task learning for an autoencoder-regularized semantic segmentation of fundus retina images

G **, X Chen, L Ying - Mathematics, 2022 - mdpi.com
Automated segmentation of retinal blood vessels is necessary for the diagnosis, monitoring,
and treatment planning of the disease. Although current U-shaped structure models have …

Squirrel Search Optimization-based near-duplicate image detection

S Sundaram, K Somasundaram… - The Imaging Science …, 2024 - Taylor & Francis
Near duplicate (ND) image detection is a significant issue in a modern online environment
with a wide range of applications like the detection of copyright violations and saving of …