Perceptual authentication hashing for digital images based on multi-domain feature fusion

Neural Information Processing Systems

(2018) · The MIT Press eBooks · doi:10.7551/mitpress/11474.003.0014 · Cited by 3,775 · see citing works

Segmentation-Based Image Copy-Move Forgery Detection Scheme

Li, J., Li, X., Yang, B., & Sun, X. (2014) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2014.2381872 · Cited by 810 · see citing works

Learning in the Frequency Domain

Xu, K. M., Qin, M., Sun, F., Wang, Y., Chen, Y.-K., & Ren, F. (2020) · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · doi:10.1109/cvpr42600.2020.00181 · Cited by 608 · see citing works

Robust hash functions for digital watermarking

Fridrich, J., & Goljan, M. (2002) · Proceedings International Conference on Information Technology: Coding and Computing (Cat. No.PR00540) · doi:10.1109/itcc.2000.844203 · Cited by 336 · see citing works

IMD2020: A Large-Scale Annotated Dataset Tailored for Detecting Manipulated Images

Novozámský, A., Mahdian, B., & Saic, S. (2020) · IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) · doi:10.1109/wacvw50321.2020.9096940 · Cited by 255 · see citing works

Robust Hashing for Image Authentication Using Zernike Moments and Local Features

Zhao, Y. Q., Wang, S., Zhang, X., & Yao, H. (2012) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2012.2223680 · Cited by 227 · see citing works

Robust Perceptual Image Hashing Based on Ring Partition and NMF

Tang, Z., Zhang, X., & Zhang, S. (2013) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2013.45 · Cited by 199 · see citing works

A Visual Model-Based Perceptual Image Hash for Content Authentication

Wang, X., Pang, K., Zhou, X., Zhou, Y., Li, L., & Xue, J. (2015) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2015.2407698 · Cited by 128 · see citing works

Perceptual image hashing via dual-cross pattern encoding and salient structure detection

Qin, C., Chen, X., Luo, X., Zhang, X., & Sun, X. (2017) · Information Sciences · doi:10.1016/j.ins.2017.09.060 · Cited by 91 · see citing works

Robust image hashing using ring-based entropies

Tang, Z., Zhang, X., Huang, L., & Dai, Y. (2013) · Signal Processing · doi:10.1016/j.sigpro.2013.01.008 · Cited by 86 · see citing works

Robust image hashing using non-uniform sampling in discrete Fourier domain

Qin, C., Chang, C.-C., & Tsou, P.-L. (2013) · Digital Signal Processing · doi:10.1016/j.dsp.2012.11.002 · Cited by 81 · see citing works

Robust image hashing with multidimensional scaling

Tang, Z., Huang, Z., Zhang, X., & Lao, H. (2017) · Signal Processing · doi:10.1016/j.sigpro.2017.02.008 · Cited by 80 · see citing works

Multi-scale image hashing using adaptive local feature extraction for robust tampering detection

Yan, C.-P., Pun, C., & Yuan, X. (2015) · Signal Processing · doi:10.1016/j.sigpro.2015.10.027 · Cited by 79 · see citing works

Perceptual Image Hashing for Content Authentication Based on Convolutional Neural Network With Multiple Constraints

Qin, C., Liu, E., Feng, G., & Zhang, X. (2021) · IEEE Transactions on Circuits and Systems for Video Technology · doi:10.1109/tcsvt.2020.3047142 · Cited by 78 · see citing works

Fuzzy graph convolutional network for hyperspectral image classification

Xu, J., Li, K., Li, Z., Chong, Q., Xing, H., Xing, Q., & Ni, M. (2023) · Engineering Applications of Artificial Intelligence · doi:10.1016/j.engappai.2023.107280 · Cited by 65 · see citing works

Robust mesh-based hashing for copy detection and tracing of images

Lu, C.-S., Hsu, C.-Y., Sun, S.-W., & Chang, P. (2005) · IEEE International Conference on Multimedia and Expo (ICME) · doi:10.1109/icme.2004.1394296 · Cited by 56 · see citing works

Robust image hashing via DCT and LLE

Tang, Z., Lao, H., Zhang, X., & Liu, K. (2016) · Computers & Security · doi:10.1016/j.cose.2016.07.006 · Cited by 56 · see citing works

Image authentication based on robust image hashing with geometric correction

Karsh, R. K., Saikia, A., & Laskar, R. H. (2018) · Multimedia Tools and Applications · doi:10.1007/s11042-018-5799-6 · Cited by 53 · see citing works

A key-dependent secure image hashing scheme by using Radon transform

Ou, Y. D., & Rhee, K.-H. (2009) · International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) · doi:10.1109/ispacs.2009.5383770 · Cited by 52 · see citing works

Robust Hashing Based on Quaternion Zernike Moments for Image Authentication

Ouyang, J., Wen, X., Liu, J., & Chen, J. (2016) · ACM Transactions on Multimedia Computing Communications and Applications · doi:10.1145/2978572 · Cited by 52 · see citing works

Robust and Secure Image Fingerprinting Learned by Neural Network

Li, Y., Wang, D., & Tang, L. (2020) · IEEE Transactions on Circuits and Systems for Video Technology · doi:10.1109/tcsvt.2019.2890966 · Cited by 52 · see citing works

Perceptual hashing for color image based on color opponent component and quadtree structure

Shen, Q., & Zhao, Y. Q. (2019) · Signal Processing · doi:10.1016/j.sigpro.2019.107244 · Cited by 46 · see citing works

Image alignment based perceptual image hash for content authentication

Wang, X., Zhou, X., Zhang, Q., Xu, B., & Xue, J. (2019) · Signal Processing Image Communication · doi:10.1016/j.image.2019.115642 · Cited by 38 · see citing works

Unified Performance Evaluation Method for Perceptual Image Hashing

Li, X., Qin, C., Wang, Z., Qian, Z., & Zhang, X. (2022) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2022.3161149 · Cited by 32 · see citing works

Proceedings of 3rd IEEE International Conference on Image Processing

(1996) · doi:10.1109/icip.1996 · Cited by 31 · see citing works

Color-based descriptors for image fingerprinting

Gavrielides, M. A., Šikudová, E., & Pitas, I. (2006) · IEEE Transactions on Multimedia · doi:10.1109/tmm.2006.876290 · Cited by 27 · see citing works

Robust color image hashing using convolutional stacked denoising auto-encoders for image authentication

Paul, M., Thakuria, A. J., Karsh, R. K., et al. (2021) · Neural Computing and Applications · doi:10.1007/s00521-021-05956-1 · Cited by 24 · see citing works

Deep Perceptual Hash Based on Hash Center for Image Copyright Protection

Sun, X., & Zhou, J. (2022) · IEEE Access · doi:10.1109/access.2022.3221980 · Cited by 20 · see citing works

Exploring the Effect of High-frequency Components in GANs Training

Li, Z., Xia, P., Xue, R., & Li, B. (2022) · ACM Transactions on Multimedia Computing Communications and Applications · doi:10.1145/3578585 · Cited by 17 · see citing works

LWT-DCT based image hashing for image authentication via blind geometric correction

Karsh, R. K. (2022) · Multimedia Tools and Applications · doi:10.1007/s11042-022-13349-2 · Cited by 13 · see citing works

Unleashing the full potential of hyperspectral imaging: Decoupled image and frequency-domain spatial–spectral framework

He, S., Tian, J., Hao, L., Zhang, S., & Tian, Q. (2023) · Expert Systems with Applications · doi:10.1016/j.eswa.2023.122870 · Cited by 10 · see citing works

Watermarking of Deep Recurrent Neural Network Using Adversarial Examples to Protect Intellectual Property

Rathi, P., Bhadauria, S., & Rathi, S. (2021) · Applied Artificial Intelligence · doi:10.1080/08839514.2021.2008613 · Cited by 9 · see citing works

Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security

(2024) · doi:10.1145/3658664 · Cited by 4 · see citing works

Image Encryption Algorithm Based on Dual Fingerprint Control

Man, Z., Li, J., & Di, X. (2020) · IEEE International Conference on Signal and Image Processing (ICSIP) · doi:10.1109/icsip49896.2020.9339396 · Cited by 3 · see citing works

VLSI implementation of Digital Watermarking Technique for security and authentication of Digital Data

Kumar, M., Gudur, M. V., Shreeshayana, R., et al. (2021) · International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON) · doi:10.1109/smartgencon51891.2021.9645910 · Cited by 3 · see citing works

DBpHash: a blockchain-based dual-band perceptual hashing framework for copyright protection of purely chromatic background images

Nainar, M., Sankaranarayanan, S., & Veeramani, K. (2026) · Scientific Reports · doi:10.1038/s41598-026-54102-1

CLIP-HASH: A Lightweight Hashing Network for Cross-Modal Retrieval

Xu, M., Lai, H., & Yin, J. P. (2023) · International Conference on Computer Supported Cooperative Work in Design (CSCWD) · doi:10.1109/cscwd57460.2023.10152621 · Cited by 2 · see citing works

Deep binary constraint hashing for fast image retrieval

Li, Y., Miao, Z., Wang, J., et al. (2017) · Electronics Letters · doi:10.1049/el.2017.3620 · Cited by 8 · see citing works

A visual saliency based video hashing algorithm

Wang, J., Sun, J., Liu, J., et al. (2012) · Proceedings - International Conference on Image Processing · doi:10.1109/icip.2012.6466942 · Cited by 15 · see citing works

NAPHash: Efficient Image Hash to Reduce Dataset Redundancy

Zendel, O., & Zinner, C. (2021) · International Conference on Electrical, Computer and Energy Technologies (ICECET) · doi:10.1109/icecet52533.2021.9698568 · Cited by 1 · see citing works

On the Use of Hash Functions as Preprocessing Algorithms to Detect Defects on Repeating Definite Textures

Baykal, İ. C., & JULLIEN, G. A. (2006) · Machine Vision and Applications · doi:10.1007/s00138-006-0028-0