☆ 4.6 Article

TASTNet: An end-to-end deep fingerprinting net with two-dimensional attention mechanism and spatio-temporal weighted fusion for video content authentication

JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION (2023)

相关参考文献

注意：仅列出部分参考文献，下载原文获取全部文献信息。

Article Computer Science, Information Systems

A Survey on Deep Hashing Methods

Xiao Luo et al.

Summary: Nearest neighbor search is a basic task in fields like computer vision and data mining, and hashing is a widely used method for its efficiency. Deep hashing methods, with the development of deep learning, show more advantages than traditional methods. In this survey, deep supervised hashing and deep unsupervised hashing algorithms are investigated in detail. Additionally, important topics such as semi-supervised deep hashing, domain adaption deep hashing, and multi-modal deep hashing are introduced, along with commonly used datasets and performance evaluation schemes.

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (2023)

添加到收藏夹

Article Computer Science, Hardware & Architecture

Perceptual Image Hashing With Locality Preserving Projection for Copy Detection

Ziqing Huang et al.

Summary: Perceptual image hashing is an effective and efficient method for identifying images in large-scale databases. One of its challenges is finding the right balance between robustness and discrimination. This study proposes a novel hashing method, HLPP, which utilizes Gabor filtering and LPP to improve robustness and discrimination. The results show that HLPP outperforms state-of-the-art algorithms in benchmark databases and copy detection experiments.

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING (2023)

添加到收藏夹

Article Computer Science, Information Systems

Robust Image Hashing With Isomap and Saliency Map for Copy Detection

Xiaoping Liang et al.

Summary: This paper proposes a robust image hashing algorithm based on Isometric Mapping and saliency map for copy detection, which outperforms state-of-the-art algorithms in classification and copy detection performance.

IEEE TRANSACTIONS ON MULTIMEDIA (2023)

添加到收藏夹

Article Computer Science, Theory & Methods

Unified Performance Evaluation Method for Perceptual Image Hashing

Xinran Li et al.

Summary: In this paper, a unified performance evaluation method for perceptual image hashing schemes is proposed, which contains six modules and assigns scores to each module using order relationship analysis (ORA). Experimental results demonstrate that this method is practical and effective for evaluating the performance of perceptual image hashing schemes.

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2022)

添加到收藏夹

Article Computer Science, Information Systems

Perceptual hash-based coarse-to-fine grained image tampering forensics method

Xiaofeng Wang et al.

Summary: This paper proposes a hybrid-feature-based perceptual image hash method for image tampering detection and localization, achieving object-level tampering localization. Abundant experimental results demonstrate the sensitivity to content changes caused by malicious attacks, with pixel-level tampering localization precision and robustness to a wide range of geometric distortions and content-preserving manipulations, outperforming state-of-the-art schemes.

JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION (2021)

添加到收藏夹

Article Computer Science, Information Systems

Video hashing with secondary frames and invariant moments*

Zhenjun Tang et al.

Summary: In this paper, a novel video hashing method utilizing secondary frames and invariant moments is proposed, achieving good classification performance in experiments. The approach involves constructing secondary frames with 3D discrete wavelet transform and generating hash based on extracted invariant moments. The proposed video hashing shows resistance to digital operations and outperforms compared algorithms in classification.

JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION (2021)

添加到收藏夹

Proceedings Paper Computer Science, Artificial Intelligence

Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval

Kuan-Hsun Wang et al.

Summary: The paper proposes an attention-based deep metric learning method for near-duplicate video retrieval, which combines RGB and optical flow features, attention module, and feature aggregation to improve performance. Experimental results demonstrate the effectiveness of the approach across large-scale datasets, outperforming state-of-the-art methods.

2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) (2021)

添加到收藏夹

Article Engineering, Electrical & Electronic

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

Qi Shen et al.

SIGNAL PROCESSING (2020)

添加到收藏夹

Article Computer Science, Hardware & Architecture

Video Hashing with DCT and NMF

Zhenjun Tang et al.

COMPUTER JOURNAL (2020)

添加到收藏夹

Article Engineering, Electrical & Electronic

A supervised deep convolutional based bidirectional long short term memory video hashing for large scale video retrieval applications

R. Anuranji et al.

DIGITAL SIGNAL PROCESSING (2020)

添加到收藏夹

Proceedings Paper Computer Science, Artificial Intelligence

High Accuracy Perceptual Video Hashing via Low-Rank Decomposition and DWT

Lv Chen et al.

MULTIMEDIA MODELING (MMM 2020), PT I (2020)

添加到收藏夹

Article Engineering, Electrical & Electronic

Perceptual Video Hashing for Content Identification and Authentication

Fouad Khelifi et al.

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (2019)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder

Jingkuan Song et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2018)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks

Yu-Gang Jiang et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2018)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Deep CNN based binary hash video representations for face retrieval

Zhen Dong et al.

PATTERN RECOGNITION (2018)

添加到收藏夹

Article Engineering, Electrical & Electronic

Robust image hashing with multidimensional scaling

Zhenjun Tang et al.

SIGNAL PROCESSING (2017)

添加到收藏夹

Proceedings Paper Computer Science, Artificial Intelligence

Near-Duplicate Video Retrieval with Deep Metric Learning

Giorgos Kordopatis-Zilos et al.

2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2017) (2017)

添加到收藏夹

Article Computer Science, Information Systems

Graph-based video fingerprinting using double optimal projection

Xiushan Nie et al.

JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION (2015)

添加到收藏夹

Proceedings Paper Computer Science, Artificial Intelligence

Perceptual Audio Hashing using RT and DCT in wavelet domain

Jinfeng Li et al.

2015 11TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS) (2015)

添加到收藏夹

Article Engineering, Electrical & Electronic

Visual Attention Based Temporally Weighting Method for Video Hashing

Xiaocui Liu et al.

IEEE SIGNAL PROCESSING LETTERS (2013)

添加到收藏夹

Article Computer Science, Information Systems

Effective Multiple Feature Hashing for Large-Scale Near-Duplicate Video Retrieval

Jingkuan Song et al.

IEEE TRANSACTIONS ON MULTIMEDIA (2013)

添加到收藏夹

Article Computer Science, Information Systems

A robust hashing algorithm based on SURF for video copy detection

Gaobo Yang et al.

COMPUTERS & SECURITY (2012)

添加到收藏夹

Article Computer Science, Information Systems

Content-based copy retrieval using distortion-based probabilistic similarity search

Alexis Joly et al.

IEEE TRANSACTIONS ON MULTIMEDIA (2007)

添加到收藏夹

Article Engineering, Electrical & Electronic

Robust video hashing based on radial projections of key frames

C De Roover et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2005)

添加到收藏夹

Article Computer Science, Information Systems

A quick search method for audio and video signals based on histogram pruning

K Kashino et al.

IEEE TRANSACTIONS ON MULTIMEDIA (2003)

添加到收藏夹

Article Computer Science, Information Systems

Automatic moving object extraction toward content-based video representation and indexing

JP Fan et al.

JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION (2001)

添加到收藏夹

© Peeref 2019-2024. All rights reserved.