Semi-U-Net: A Lightweight Deep Neural Network for Subject-Sensitive Hashing of HRRS Images

K Ding, S Su, N Xu, T Jiang - IEEE Access, 2021 - ieeexplore.ieee.org
As a special case of perceptual hashing algorithm, subject-sensitive hashing can realize
“subject-biased” integrity authentication of high resolution remote sensing (HRRS) images …

SDTU-Net: Stepwise-Drop and Transformer based U-net for Subject-Sensitive Hashing of HRRS Images

K Ding, S Chen, Y Zeng, Y Liu, B Xu… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
As a new integrity authentication technology, subject-sensitive hashing has the ability to
achieve subject-sensitive authentication for high-resolution remote sensing (HRRS) images …

[HTML][HTML] AAU-Net: attention-based asymmetric U-Net for subject-sensitive hashing of remote sensing images

K Ding, S Chen, Y Wang, Y Liu, Y Zeng, J Tian - Remote Sensing, 2021 - mdpi.com
The prerequisite for the use of remote sensing images is that their security must be
guaranteed. As a special subset of perceptual hashing, subject-sensitive hashing …

AGIM-net based subject-sensitive hashing algorithm for integrity authentication of HRRS images

K Ding, Y Zeng, Y Wang, D Lv, X Yan - Geocarto International, 2023 - Taylor & Francis
The premise of effective use of high-resolution remote sensing (HRRS) images is that the
data integrity and authenticity of HRRS images must be guaranteed. This paper proposes a …

[HTML][HTML] Transformer-based subject-sensitive hashing for integrity authentication of high-resolution remote sensing (HRRS) images

K Ding, S Chen, Y Zeng, Y Wang, X Yan - Applied Sciences, 2023 - mdpi.com
Featured Application The transformer based subject-sensitive hashing algorithm proposed
in this paper could be applied to data security of HRRS images to provide integrity …

[HTML][HTML] A subject-sensitive perceptual hash based on MUM-Net for the integrity authentication of high resolution remote sensing images

K Ding, Y Liu, Q Xu, F Lu - ISPRS international journal of geo-information, 2020 - mdpi.com
Data security technology is of great significance to the application of high resolution remote
sensing image (HRRS) images. As an important data security technology, perceptual hash …

Deep Subject-Sensitive Hashing Network for High-resolution Remote Sensing Image Integrity Authentication

D Xu, S Chen, C Zhu, H Li, L Hu… - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
For ensuring the integrity of high-resolution remote sensing (HRRS) images, the perceptual
hash method offers a dual advantage. It preserves the nondestructive nature of the original …

[HTML][HTML] Deep parameter-free attention hashing for image retrieval

W Yang, L Wang, S Cheng - Scientific Reports, 2022 - nature.com
Deep hashing method is widely applied in the field of image retrieval because of its
advantages of low storage consumption and fast retrieval speed. There is a defect of …

Webly supervised image hashing with lightweight semantic transfer network

H Cui, L Zhu, J Li, Z Zhang, W Guan - Proceedings of the 30th ACM …, 2022 - dl.acm.org
Recent studies have verified the success of deep hashing for efficient image retrieval.
However, most existing methods require abundant human labeling data to optimize the …

Robust mutual learning hashing

L Wu, Y Fang, H Ling, J Chen… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
With the advances in deep learning, deep hashing methods have achieved promising
results in recent years. However, tackling the distribution gap between train data and test …