Исследования, которые мы изучили

Для разработки приложения, изучаем передовые научные работы по антиплагиату, обработке видео и перцептивному хешированию. Уже изучили этот список:

  1. Perceptual hashing for image authentication: A survey
  2. Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash
  3. Block Mean Value Based Image Perceptual Hashing
  4. Perceptual hashing for color images based on hybrid extraction of structural features
  5. A Novel Liver Image Classification Method Using Perceptual Hash-Based Convolutional Neural Network
  6. Analysis of Perceptual Hashing Algorithms in Image Manipulation Detection
  7. Perceptual Image Hashing Via Feature Points: Performance Evaluation and Tradeoffs
  8. Issues with digital watermarking and perceptual hashing
  9. A Secure Perceptual Hash Algorithm for Image Content Authentication
  10. Turn Signal Detection During Nighttime by CNN Detector and Perceptual Hashing Tracking
  11. Perceptual Hashing for Color Images Using Invariant Moments
  12. Visual tracking based on improved foreground detection and perceptual hashing
  13. Perceptual Hashing-Based Image Copy-Move Forgery Detection
  14. Robust perceptual image hashing via matrix invariants
  15. Decentralised Image Sharing and Copyright Protection using Blockchain and Perceptual Hashes
  16. Perceptual Hashing With Complementary Color Wavelet Transform and Compressed Sensing for Reduced-Reference Image Quality Assessment
  17. Perceptual Hashing With Visual Content Understanding for Reduced-Reference Screen Content Image Quality Assessment
  18. Implementation and Benchmarking of Perceptual Image Hash Functions
  19. Perceptual hash-based feature description for person re-identification
  20. A Robust and Discriminative Image Perceptual Hash Algorithm
  21. Real-time visual tracking based on improved perceptual hashing
  22. It's Not What It Looks Like: Manipulating Perceptual Hashing based Applications
  23. Security analysis of robust perceptual hashing
  24. Perceptual hashing of color images using hypercomplex representations
  25. Perceptual hashing for color image based on color opponent component and quadtree structure
  26. A Novel Perceptual Hash Algorithm for Multispectral Image Authentication
  27. A Visual Model-Based Perceptual Image Hash for Content Authentication
  28. Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises
  29. Histogram-Based Perceptual Hashing for Minimally Changing Video Sequences
  30. Perceptual Hashing of Deep Convolutional Neural Networks for Model Copy Detection
  31. Conception and limits of robust perceptual hashing: towards side information assisted hash functions
  32. A Clustering Based Approach to Perceptual Image Hashing
  33. Robust Perceptual Image Hashing Based on Ring Partition and NMF
  34. Recognition of service domains on TOR dark net using perceptual hashing and image classification techniques
  35. A new perceptual hashing method for verification and identity classification of occluded faces
  36. New Iterative Geometric Methods for Robust Perceptual Image Hashing
  37. Image Retrieval using Perceptual Hashing
  38. Deep Perceptual Hash Based on Hash Center for Image Copyright Protection
  39. Towards Evaluating Gaussian Blurring in Perceptual Hashing as a Facial Image Filter
  40. Hamming Distributions of Popular Perceptual Hashing Techniques
  41. Embedded Blockchains: A Synthesis of Blockchains, Spread Spectrum Watermarking, Perceptual Hashing & Digital Signatures
  42. Re-purposing Perceptual Hashing based Client Side Scanning for Physical Surveillance
  43. Adversarial Detection Avoidance Attacks: Evaluating the robustness of perceptual hashing-based client-side scanning
  44. Deep perceptual hashing algorithms with hidden dual purpose: when client-side scanning does facial recognition
  45. Provenance Detection for AI-Generated Images: Combining Perceptual Hashing, Homomorphic Encryption, and AI Detection Models
  46. A Novel Block-DCT and PCA Based Image Perceptual Hashing Algorithm
  47. Perceptual Hashing applied to Tor domains recognition
  48. Perceptual Hash Inversion Attacks on Image-Based Sexual Abuse Removal Tools
  49. Robustness of Practical Perceptual Hashing Algorithms to Hash-Evasion and Hash-Inversion Attacks
  50. A perceptual hash function to store and retrieve large scale DNA sequences
  51. Double Down on Defense: Strengthening Deep Perceptual Hashes against Evasion Attacks without Retraining
  52. Provenance Verification of AI-Generated Images via a Perceptual Hash Registry Anchored on Blockchain
  53. State of the Art: Image Hashing
  54. Perceptual Image Hashing Based on Shape Contexts and Local Feature Points
  55. Perceptual Image Hashing Based on Virtual Watermark Detection
  56. Robust perceptual image hashing using feature points
  57. Perceptual image hashing using center-symmetric local binary patterns
  58. Rihamark: perceptual image hash benchmarking
  59. Perceptual Image Hashing for Content Authentication Based on Convolutional Neural Network With Multiple Constraints
  60. Perceptual image hashing via dual-cross pattern encoding and salient structure detection
  61. Perceptual Image Hashing
  62. Perceptual Image Hashing With Texture and Invariant Vector Distance for Copy Detection
  63. Perceptual Image Hashing With Locality Preserving Projection for Copy Detection
  64. Perceptual image hashing with selective sampling for salient structure features
  65. Image alignment based perceptual image hash for content authentication
  66. Perceptual Image Hashing with Weighted DWT Features for Reduced-Reference Image Quality Assessment
  67. Unified Performance Evaluation Method for Perceptual Image Hashing
  68. Evaluating robustness of perceptual image hashing algorithms
  69. Analysis of the Security of Perceptual Image Hashing Based on Non-Negative Matrix Factorization
  70. Perceptual Image Hashing Based on Weber Local Binary Pattern and Color Angle Representation
  71. Recent development of perceptual image hashing
  72. Robust perceptual image hashing using fuzzy color histogram
  73. Perceptual image hashing using local entropies and DWT
  74. Reduced-reference image quality assessment based on perceptual image hashing
  75. Perceptual Image Hashing with Histogram of Color Vector Angles
  76. Perceptual image hashing based on structural fractal features of image coding and ring partition
  77. A novel image hashing scheme with perceptual robustness using block truncation coding
  78. Perceptual Image Hashing Based on Color Structure and Intensity Gradient
  79. Image authentication using LBP-based perceptual image hashing
  80. Perceptual image hashing based on frequency dominant neighborhood structure applied to Tor domains recognition
  81. Attacking Some Perceptual Image Hash Algorithms
  82. Robust Perceptual Image Hashing using SIFT and SVD
  83. Perceptual Image Hashing Using Latent Low-Rank Representation and Uniform LBP
  84. Perceptual image hashing based on a deep convolution neural network for content authentication
  85. A replay attack detection scheme based on perceptual image hashing
  86. Robust Perceptual Image Hashing for Screen-Shooting Attack
  87. A Secure and Robust Autoencoder‐Based Perceptual Image Hashing for Image Authentication
  88. Perceptual image hashing using transform domain noise resistant local binary pattern
  89. Using image sensor PUF as root of trust for birthmarking of perceptual image hash
  90. Adversarial collision attacks on image hashing functions
  91. Perceptual Robust Hashing for Color Images with Canonical Correlation Analysis
  92. Robust video hashing based on radial projections of key frames
  93. Robust Video Hashing via Multilinear Subspace Projections
  94. Instant neural graphics primitives with a multiresolution hash encoding
  95. Robust Video Hashing Based on Double-Layer Embedding
  96. Robust video hashing based on temporally informative representative images
  97. Multi-granularity geometrically robust video hashing for tampering detection
  98. Robust video hashing based on representative-dispersive frames
  99. Geometrically robust video hashing based on ST-PCT for video copy detection
  100. Robust video hashing for identification based on MDS
  101. Robust Video Hash Extraction
  102. Robust video hashing using the 3D-DWT
  103. A robust hashing algorithm based on SURF for video copy detection
  104. Robust hash functions for digital watermarking
  105. Robust Video Hashing Based on Local Fluctuation Preserving for Tracking Deep Fake Videos
  106. Spatio–Temporal Transform Based Video Hashing
  107. Robust Video Hashing with Non-negative Tensor Factorization for Copy Detection
  108. A robust video hash scheme based on 2D‐DCT temporal maximum occurrence
  109. Visual hashing of digital video: applications and techniques
  110. Motion Vector based Robust Video Hash
  111. Energy Based Robust Video Hash Algorithm
  112. Robust video hashing based on deep feature and quaternion generic Fourier descriptor for copy detection
  113. Robust video hashing with canonical polyadic decomposition and Hahn moments
  114. Key-frame radial projection for robust video hashing
  115. Robust Video Hashing Based on Multidimensional Scaling and Ordinal Measures
  116. Fast min-hashing indexing and robust spatio-temporal matching for detecting video copies
  117. Video copy detection based on Speeded Up Robust Features and Locality Sensitive Hashing
  118. Perceptual video hashing robust against geometric distortions
  119. Large-Scale Video Hashing via Structure Learning
  120. A unified approach to secure and robust hashing scheme for image and video authentication
  121. Unsupervised Deep Video Hashing via Balanced Code for Large-Scale Video Retrieval
  122. A robust video identification framework using perceptual image hashing
  123. Quantization-based hashing: a general framework for scalable image and video retrieval
  124. Unsupervised t-Distributed Video Hashing and Its Deep Hashing Extension
  125. Robust Image Hashing with Tensor Decomposition
  126. Perceptual hashing method for video content authentication with maximized robustness
  127. Learning to multimodal hash for robust video copy detection
  128. Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval
  129. Visual hash for oblivious watermarking
  130. Video Hashing with Tensor Robust PCA and Histogram of Optical Flow for Copy Detection
  131. Unicity Distance of Robust Image Hashing
  132. A Survey on Deep Hashing Methods
  133. Video Hashing with DCT and NMF
  134. RTIM Hashing: Robust and Compact Video Hashing With a Rotation- and Translation-Invariant Model
  135. Robust Homomorphic Video Hashing
  136. Design Scheme of Copyright Management System Based on Digital Watermarking and Blockchain
  137. Perceptual Authentication Hashing for Digital Images With Contrastive Unsupervised Learning
  138. A PUF-Based Data-Device Hash for Tampered Image Detection and Source Camera Identification
  139. Content Based Image Hashing Via Wavelet and Radon Transform
  140. Semi-fragile watermarking scheme based on perceptual hash function (PHF) for image tampering detection
  141. A Short Survey on Perceptual Hash Function
  142. Digital Image Watermarking Techniques: A Review
  143. TMCIH: Perceptual Robust Image Hashing with Transformer-based Multi-layer Constraints
  144. Lossless Data Embedding—New Paradigm in Digital Watermarking
  145. Perceptual authentication hashing for digital images based on multi-domain feature fusion
  146. Robust image hashing using ring partition-PGNMF and local features
  147. Efficient Hashing Method Using 2D-2D PCA for Image Copy Detection
  148. Detecting similarity in color images based on perceptual image hash algorithm
  149. Auto-authentication watermarking scheme based on CNN and perceptual hash function in the wavelet domain
  150. Perceptual video hashing based on the Achlioptas's random projections
  151. Perceptual video hashing using 3D-radial projection technique
  152. Clustering algorithms for perceptual image hashing
  153. Robust Image Hashing for Image Authentication Based on DCT-DWT Composite Domain
  154. Robust image hashing via colour vector angles and discrete wavelet transform
  155. Fragile Watermarking for Image Authentication Using the Characteristic of SVD
  156. A Survey on Image Hashing for Image Authentication
  157. Multi-scale image hashing using adaptive local feature extraction for robust tampering detection
  158. Structural Feature-Based Image Hashing and Similarity Metric for Tampering Detection
  159. Robust image hashing using progressive feature selection for tampering detection
  160. Hash-based image watermarking technique for tamper detection and localization
  161. A secure and robust hash-based scheme for image authentication
  162. Quaternion-Based Image Hashing for Adaptive Tampering Localization
  163. Robust Image Alignment for Tampering Detection
  164. Image Hashing for Tamper Detection with Multiview Embedding and Perceptual Saliency
  165. Robust image hash in Radon transform domain for authentication
  166. Perceptual image hash for tampering detection using Zernike moments
  167. A novel hash function based fragile watermarking method for image integrity
  168. SmartHash: Perceptual Hashing for Image Tampering Detection and Authentication
  169. An Image Structure Information Based Robust Hash for Tamper Detection and Localization
  170. Adaptive local feature based multi-scale image hashing for robust tampering detection
  171. A secure image watermarking for tamper detection and localization
  172. Image copy-move forgery detection based on polar cosine transform and approximate nearest neighbor searching
  173. An efficient forgery detection algorithm for object removal by exemplar-based image inpainting
  174. Embedded Hash Codes for Image Similarity Detection and Tamper Proofing
  175. A new method for producing 320-bit modified hash towards tamper detection and restoration in colour images
  176. A hash-based image content authentication scheme for tamper detection using compressive sensing
  177. Deepfake Detection: A Systematic Literature Review
  178. Image Hash Minimization for Tamper Detection
  179. The multimedia blockchain: A distributed and tamper-proof media transaction framework
  180. Image Alignment-Based Multi-Region Matching for Object-Level Tampering Detection
  181. Perceptual Hashing With Deep and Texture Features
  182. MADPHash: Manipulation-Aware Deep Perceptual Hashing using Feature Consistency
  183. Effective near-duplicate image detection using perceptual hashing and deep learning
  184. A High-Performance Region Recognition Network-Enhanced Deep CNN for Image Content Perceptual Hashing
  185. Improved Deep Perceptual Hashing Algorithm (IDP-HA), Information Retrieval System, Microsoft Common Objects In Context (MS COCO), Remote Cloud Computing, Computer science, information systems
  186. Deep learning for deepfakes creation and detection: A survey
  187. RevHashNet: Perceptually de-hashing real-valued image hashes for similarity retrieval
  188. Evade Deep Image Retrieval by Stashing Private Images in the Hash Space
  189. Automated Website Fingerprinting through Deep Learning
  190. HW-Forest: Deep Forest with Hashing Screening and Window Screening
  191. Deepfake detection using deep learning methods: A systematic and comprehensive review
  192. A novel cross-modal hashing algorithm based on multimodal deep learning
  193. SSAH: Semi-Supervised Adversarial Deep Hashing with Self-Paced Hard Sample Generation
  194. Perceptual Hash of Neural Networks
  195. SoK: Content Moderation for End-to-End Encryption
  196. Black-box Collision Attacks on Widely Deployed Perceptual Hash Functions
  197. Hashing in the Fight Against CSAM: Technology at the Crossroads of Law and Ethics
  198. A PERCEPTUAL HASH-BASED APPROACH TO VISUAL SIMILARITY RECOGNITION IN DIGITAL ART IMAGES
  199. Efficient Hash Lookup for PhotoDNA
  200. Prediction of Flipped Bits in Robust Image Hashes by Machine Learning