CNN Feature-Based Image Copy Detection with Contextual Hash Embedding

CNN Feature-Based Image Copy Detection with Contextual Hash Embedding

As one of the important techniques for protecting the copyrights of digital images, content-based image copy detection has attracted a lot of attention in the past few decades. The traditional content-based copy detection methods usually extract local hand-crafted features and then quantize these fe...

Full description

Bibliographic Details
Main Authors:	Zhili Zhou, Meimin Wang, Yi Cao, Yuecheng Su
Format:	Article
Language:	English
Published:	MDPI AG 2020-07-01
Series:	Mathematics
Subjects:	image copy detection convolutional neural networks (CNN) contextual hash local CNN features bag-of-visual-words (BOW)
Online Access:	https://www.mdpi.com/2227-7390/8/7/1172

Similar Items

Video Copy Detection Using Spatio-Temporal CNN Features
by: Zhili Zhou, et al.
Published: (2019-01-01)

Comparing bags of features, conventional convolutional neural network and alexnet for fruit recognition
by: Hamid, N.N.A.A, et al.
Published: (2019)

An Encrypted Speech Retrieval Method Based on Deep Perceptual Hashing and CNN-BiLSTM
by: Qiuyu Zhang, et al.
Published: (2020-01-01)

Refining deep convolutional features for improving fine-grained image recognition
by: Weixia Zhang, et al.
Published: (2017-04-01)

Evaluation of basic convolutional neural network and bag of features for leaf recognition
by: Ibrahim, Z., et al.
Published: (2019)

A Dilated CNN Model for Image Classification
by: Xinyu Lei, et al.
Published: (2019-01-01)

Feature Fusion based Hashing for Large Scale Image Copy Detection
by: Lingyu Yan, et al.
Published: (2015-08-01)

Object Detection in Remote Sensing Images Based on a Scene-Contextual Feature Pyramid Network
by: Chaoyue Chen, et al.
Published: (2019-02-01)

Near-Duplicate Image Detection System Using Coarse-to-Fine Matching Scheme Based on Global and Local CNN Features
by: Zhili Zhou, et al.
Published: (2020-04-01)

Evaluation of basic convolutional neural network, alexnet and bag of features for indoor object recognition
by: Fammy, F.A, et al.
Published: (2019)

Classification of Pulmonary Nodules Based on CNN Multi-level Second-order Feature Fusion
by: LI Wei, ZHAO Xiaole, DUAN Yanlong, LIU Lijun, HUANG Qingsong
Published: (2020-09-01)

A Reusable Software Copy Protection Using Hash Result and Asymetrical Encryption
by: Aswin Wibisurya, et al.
Published: (2014-12-01)

Facial Emotion Recognition Using Transfer Learning in the Deep CNN
by: M. A. H. Akhand, et al.
Published: (2021-04-01)

A Supervised Video Hashing Method Based on a Deep 3D Convolutional Neural Network for Large-Scale Video Retrieval
by: Hanqing Chen, et al.
Published: (2021-04-01)

IF-CNN: Image-Aware Inference Framework for CNN With the Collaboration of Mobile Devices and Cloud
by: Guansheng Shu, et al.
Published: (2018-01-01)

Comparison of convolutional neural network and bag of features for multi-font digit recognition
by: Hidayah, S.N.S.M.N, et al.
Published: (2019)

Copy-Move Forgery Detection and Localization Using a Generative Adversarial Network and Convolutional Neural-Network
by: Younis Abdalla, et al.
Published: (2019-09-01)

Enhancement of ELDA Tracker Based on CNN Features and Adaptive Model Update
by: Changxin Gao, et al.
Published: (2016-04-01)

Robust L1 tracker with CNN features
by: Hongqing Wang, et al.
Published: (2017-11-01)

A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial–Spectral Fusion
by: Chunyan Yu, et al.
Published: (2020-01-01)

Cascade Mask R-CNN and Keypoint Detection used in Floorplan Parsing
by: Eklund, Anton
Published: (2020)

A Building Roof Identification CNN Based on Interior-Edge-Adjacency Features Using Hyperspectral Imagery
by: Chengming Ye, et al.
Published: (2021-07-01)

A High-Density Crowd Counting Method Based on Convolutional Feature Fusion
by: Hongling Luo, et al.
Published: (2018-11-01)

Deep Collaborative Attention Network for Hyperspectral Image Classification by Combining 2-D CNN and 3-D CNN
by: Hao Guo, et al.
Published: (2020-01-01)

Hyperspectral Image Classification Method Based on 2D–3D CNN and Multibranch Feature Fusion
by: Zixian Ge, et al.
Published: (2020-01-01)

An Improved Faster R-CNN for Small Object Detection
by: Changqing Cao, et al.
Published: (2019-01-01)

Segmentation and measurement scheme for fish morphological features based on Mask R-CNN
by: Chuang Yu, et al.
Published: (2020-12-01)

Ultrasonic Logging Image Denoising Based on CNN and Feature Attention
by: Su Li, et al.
Published: (2021-01-01)

Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification
by: Biserka Petrovska, et al.
Published: (2020-07-01)

Defects detection of floor tiles of ancient buildings based on Faster R-CNN
by: Chen Li, et al.
Published: (2021-01-01)

Perceptual Image Hashing Based on Color Structure and Intensity Gradient
by: Yan Zhao, et al.
Published: (2020-01-01)

Effective DGA-Domain Detection and Classification with TextCNN and Additional Features
by: Chanwoong Hwang, et al.
Published: (2020-06-01)

An Improved Faster R-CNN for Same Object Retrieval
by: Hailiang Li, et al.
Published: (2017-01-01)

Dermoscopic image classification using CNN with Handcrafted features
by: Kotra Sankar Raja Sekhar, et al.
Published: (2021-09-01)

SSNet: Learning Mid-Level Image Representation Using Salient Superpixel Network
by: Zhihang Ji, et al.
Published: (2019-12-01)

Image Semantic Segmentation Method with Hierarchical Feature Fusion
by: ZHAO Xiaoqiang, XU Huiping
Published: (2021-05-01)

Deep Fusion Feature Extraction and Classification of Pellet Phase
by: Jie Li, et al.
Published: (2020-01-01)

Planetary Gears Feature Extraction and Fault Diagnosis Method Based on VMD and CNN
by: Chang Liu, et al.
Published: (2018-05-01)

Ship Target Discrimination in SAR Images Based on BOW Model With Multiple Features and Spatial Pyramid Matching
by: Shiyuan Chen, et al.
Published: (2020-01-01)

Determining Optimal Architecture of CNN using Genetic Algorithm for Vehicle Classification System
by: Wahyono Wahyono, et al.
Published: (2019-01-01)