Исследования, которые мы изучили

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

  1. Block-based adaptive image watermarking scheme using Just Noticeable Difference
  2. Stereo image quality assessment using a binocular just noticeable difference model
  3. Perceptual watermarking using just noticeable difference model based on block classification
  4. Compression Ratio as Picture-Wise Just Noticeable Difference Predictor
  5. Localization of Just Noticeable Difference for Image Compression
  6. Just Noticeable Difference for Machines to Generate Adversarial Images
  7. Perceptual multiview video coding using synthesized Just Noticeable Distortion maps
  8. Spatial-Perceptual Embedding with Robust Just Noticeable Difference Model for Color Image Watermarking
  9. Just Noticeable Difference Prediction and Image Quality Assessment
  10. Structure descriptor based on just noticeable difference for texture image classification
  11. Spatio-Temporal Just Noticeable Distortion Model Guided Video Watermarking
  12. Just noticeable distortion map prediction for perceptual multiview video coding
  13. Decoder side just noticeable distortion model estimation for efficient H.264/AVC based perceptual video coding
  14. Perceptual Video Coding Based on Visual Saliency Modulated Just Noticeable Distortion
  15. Perceptual watermarking using a new Just-Noticeable-Difference model
  16. Perceptual Video Coding Scheme Using Just Noticeable Distortion Model Based on Entropy Filter
  17. PEA265: Perceptual Assessment of Video Compression Artifacts
  18. Video Noise and Compression Artifacts
  19. Compression Artifacts Removal for Image and Video Coding
  20. Perceptual video quality assessment on a mobile platform considering both spatial resolution and quantization artifacts
  21. Compression Artifacts in Modern Video Coding and State-of-the-Art Means of Compensation
  22. Local estimation of video compression artifacts
  23. Quality assessment methods for perceptual video compression
  24. Perceptual Quality Assessment of Video Considering Both Frame Rate and Quantization Artifacts
  25. Mitigate compression artifacts for face in video recognition
  26. B-DRRN: A Block Information Constrained Deep Recursive Residual Network for Video Compression Artifacts Reduction
  27. Deep Learning Geometry Compression Artifacts Removal for Video-Based Point Cloud Compression
  28. Perceptual quality measurement of video frames affected by both packet losses and coding artifacts
  29. Generating imperceptible adversarial perturbations rapidly for no-reference image quality assessment models
  30. Efficient Cost-Reduced With High-Quality Image of Imperceptible Steganography Using Modulo and Magic Cube
  31. Imperceptible Image Steganography Using Symmetry-Adapted Deep Learning Techniques
  32. A two way secured high imperceptible digital color image watermarking
  33. An imperceptible adversarial attack against reconstruction for learned image compression
  34. CISC: Cognitively Imperceptible Generative Image Steganography with Security and Controllability
  35. Secure, robust and imperceptible image watermarking scheme based on sharp frequency localized contourlet transform
  36. A DCT based Imperceptible Color Image Watermarking Scheme
  37. Robust and imperceptible color image watermarking for telemedicine applications
  38. The imperceptible video watermarking based on the model of entropy
  39. Improved protection for colour images via invertible colour‐to‐grey, image distortion, and visible‐imperceptible watermarking
  40. Imperceptible Image Steganography Technique Using a Novel PIT-Based Technique
  41. Adversarial Attacks on Deepfake Detectors: A GAN‐Based Approach for Generating Imperceptible Perturbations
  42. A visually imperceptible and robust image watermarking scheme in contourlet domain
  43. PCA-DTT 2D-DHCES based attack resilient imperceptible image watermarking
  44. A Hermite Transform-Based Watermarking Approach for Robust and Imperceptible Image Protection
  45. 2DOTS-multi-bit-encoding for robust and imperceptible image watermarking
  46. StegoGAN: A Generative Adversarial Network Approach for Secure and Imperceptible Image Steganography
  47. Imperceptible Image Watermark Embedding using Multi-resolution Wavelet Decomposition and Deep Convolutional Neural Networks
  48. Imperceptible color image steganography based on magic cube
  49. Exploring Cellular Automata Learning: An Innovative Approach for Secure and Imperceptible Digital Image Watermarking
  50. Robust Imperceptible Gray Image Watermarking with LWT, SVD and QR Decomposition
  51. An Imperceptible Frequency-Domain Watermarking Scheme without Resorting to the Original Image
  52. A Hybrid Domain-Based Digital Watermarking Technique for Robust and Imperceptible Image Copyright Protection
  53. ZK-WAGON: Imperceptible Watermark for Image Generation Models using ZK-SNARKs
  54. Relational Self-Supervised Distillation with Compact Descriptors for Image Copy Detection
  55. Image copy–move forgery detection based on sped-up robust features descriptor and adaptive minimal–maximal suppression
  56. Fine-search for image copy detection based on local affine-invariant descriptor and spatial dependent matching
  57. A novel image copy detection scheme based on the local multi-resolution histogram descriptor
  58. Exploiting Frozen Self-Supervised Features for Copy-Move Forgery Localisation in Biomedical Research Images
  59. Robust image copy detection based on statistical features
  60. PM-DFT: A New Local Invariant Descriptor Towards Image Copy Detection
  61. Image copy‐move forgery detection algorithm based on ORB and novel similarity metric
  62. A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detection
  63. Copy-Move Image Forgery Detection via Weighted Multi-Similarity Matching and Adaptive Thresholding
  64. Image copy detection based on SVD in wavelet domain
  65. Robust and accurate detection of image copy-move forgery using PCET-SVD and histogram of block similarity measures
  66. Image Forgery Detection via Forensic Similarity Graphs
  67. Image Copy Detection and Evolution Visualisation Using Tree Graphs
  68. Measurement of Copy-Move Forensic Image Similarity Using Distance Function
  69. An image copy detection scheme based on radon transform
  70. Towards Image Copy Detection at E-Commerce Scale
  71. Automatic Detection of Internal Copy-Move Forgeries in Images
  72. Improved watermark detection based on similarity diagrams
  73. Use of Endogenous Repeated Sequences to Fingerprint Bacterial Genomic DNA
  74. A large-scale audio and video fingerprints-generated database of TV repeated contents
  75. Real-time TV commercial monitoring based on robust visual hashing
  76. Video Fingerprinting for Real-Time TV Commercial Advertising Identification
  77. Multimodal Spatial-Temporal and Spectral Fusion for Audio-Visual Deepfake Detection
  78. Attention-based Multimodal learning framework for Generalized Audio- Visual Deepfake Detection
  79. A Multimodal, Stacked Ensemble Framework for Robust Audio-Visual Deepfake Detection
  80. Emotion-Audio-Visual Alignment for Deepfake Detection: A Multimodal Semantic Inconsistency Approach
  81. Integrating Audio-Visual Features For Multimodal Deepfake Detection
  82. Audio-Visual Deepfake Detection System Using Multimodal Deep Learning
  83. VATS: Visual–Audio Multitask Transformer With Specialty Audio Encoder for Multimodal Deepfake Detection in CPSS
  84. Audio-visual large-scale video copy detection
  85. Audio-Visual Multimodal Deepfake Detection Leveraging Emotional Recognition
  86. A Comprehensive Comparative Analysis of Deepfake Detection Techniques in Visual, Audio, and Audio-Visual Domains
  87. Transforming Digital Trust With Multimodal Deepfake Detection: Techniques, Challenges, and Advances Across Audio Visual Content Worldwide
  88. Deepfake detection: A review of audio, visual and multimodal techniques
  89. DEEPSHIELD: A Multimodal Deep Learning Model for Audio-Visual Deepfake Detection
  90. AdaEmb-Encoder: Adaptive Embedding Spatial Encoder-Based Deduplication for Backing Up Classifier Training Data
  91. Mixing Deduplication and Compression on Active Data Sets
  92. Improving the Efficiency of Deduplication Process by Dedicated Hash Table for each Digital Data Type in Cloud Storage System
  93. Enhanced Data Security for Hybrid Encryption and Compression using Deduplication
  94. DARE: A Deduplication-Aware Resemblance Detection and Elimination Scheme for Data Reduction with Low Overheads
  95. Data Hiding Mechanism Using File based Deduplication by Distributed Storage Hash Algorithm (DSHA)
  96. A Survey-Decentralized Access Control with Anonymous Authentication and Deduplication of Data Stored in Clouds
  97. Large-scale distributed pre-training of transformers for data-driven molecular fingerprinting
  98. Hybrid Hashing and Chunking: Enhancing Data Deduplication Efficiency with Syndrome-Based Hashing and Content-Defined Chunking
  99. First Steps towards Data-driven Adversarial Deduplication
  100. Secure and Effectual Cloud Data Deduplication Verification
  101. Secure Data Deduplication and Data Portability in Distributed Cloud Server Using Hash Chaining and Lf-Wdo
  102. Combining Deduplication and Delta Compression to Achieve Low-Overhead Data Reduction on Backup Datasets
  103. Aspect Ratio Similarity (ARS) for image retargeting quality assessment
  104. Image Retargeting Quality Assessment Based on Aspect Ratio Similarity of Salient Region
  105. Backward Registration-Based Aspect Ratio Similarity for Image Retargeting Quality Assessment
  106. Objective quality assessment for video retargeting based on spatio-temporal distortion analysis
  107. How Platform Moderation Affects Mashup Producers
  108. Legal Protection of Copyright Holders in Remix and Mashup Work Commercialized on Social Media
  109. GENERATION OF NOVEL MASHUP DATA AND DETECTION OF CATEGORICAL WEB ATTACKS
  110. Copyright and Fair Use in Remix
  111. RMFER: Semi-supervised Contrastive Learning for Facial Expression Recognition with Reaction Mashup Video
  112. Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search
  113. High-entropy Hamming embedding of local image descriptors using random projections
  114. Hamming embedding similarity-based image classification
  115. Hamming embedding with fragile bits for image search
  116. Euclidean and Hamming Embedding for Image Patch Description with Convolutional Networks
  117. Geometric warping watermarking extended concerning geometric attacks and embedding artifacts
  118. A non-invertible Randomized Graph-based Hamming Embedding for generating cancelable fingerprint template
  119. Local geometric consistency constraint for image retrieval
  120. Leaf Vocabulary: Fine-Grained Leaf Image Retrieval Using Bag-of-Visual-Words Representation
  121. An Efficient Video Frames Retrieval System Using SURF Based Bag of Visual Words
  122. Patch Enhancement for Melanoma Detection with Bag of Visual Words
  123. Melanoma Detection in Dermoscopic Images: A Bag of Visual Words Approach
  124. Word Image Retrieval Using Bag of Visual Words
  125. Image retrieval using extended bag-of-visual-words
  126. Evaluating weighting schemes for adult image detection using bag of visual words
  127. Weighted bag of visual words for object recognition
  128. Image Category Recognition using Bag of Visual Words Representation
  129. A new bag of visual words encoding method for human action recognition
  130. Geometric descriptor for bag of visual words-based place recognition
  131. 3-Dimensional Bag of Visual Words Framework on Action Recognition
  132. Distances and weighting schemes for bag of visual words image retrieval
  133. Engineering Drawing Retrieval System Based on Bag of Visual Words Model
  134. Improving bag-of-visual-words image retrieval with predictive clustering trees
  135. Weighted Bag of Visual Words with enhanced deep features for melanoma detection
  136. An improved bag of words method for appearance based visual loop closure detection
  137. A survey on image retrieval performance of different bag of visual words indexing techniques
  138. Bag of Visual Words for Cows' Basic Activity Recognition
  139. Bag of visual words approach for image retrieval using color information
  140. c-Approximate Nearest Neighbor Query Algorithm Based on Learning for High-Dimensional Data
  141. A hierarchical algorithm for approximate nearest neighbor searching in a dataset of pyramid-based image representations
  142. RED-ANNS: An RDMA-Enabled Distributed Framework for Graph-Based Approximate Nearest Neighbor Search
  143. Maximum-likelihood approximate nearest neighbor method in real-time image recognition
  144. Indexing in k-Nearest Neighbor Graph by Hash-Based Hill-Climbing
  145. Approximate nearest neighbor fields in video
  146. ON EFFICIENCY OF THE HIERARCHICAL ALGORITHM FOR SEARCHING APPROXIMATE NEAREST NEIGHBOR IN A GIVEN SET OF IMAGES
  147. Approximate nearest neighbor searching in multimedia databases
  148. Bit selection via walks on graph for hash-based nearest neighbor search
  149. FGIM: a Fast Graph-based Indexes Merging Framework for Approximate Nearest Neighbor Search
  150. Denoising Nearest Neighbor Graph Via Continuous CRF for Visual Instance Retrieval
  151. A comparative study of hash based approximate nearest neighbor learning and its application in image retrieval
  152. BQ-Index: a binary quantization-based approximate nearest neighbor search framework
  153. Private approximate nearest neighbor search for on-chain data based on locality-sensitive hashing
  154. VSAG: An Optimized Search Framework for Graph-based Approximate Nearest Neighbor Search
  155. Asymmetric Hashing for Fast Ranking via Neural Network Measures
  156. Mean-removed product quantization for large-scale image retrieval
  157. Deep Product Quantization for Large-Scale Image Retrieval
  158. End-To-End Supervised Product Quantization for Image Search and Retrieval
  159. PQTable: Fast Exact Asymmetric Distance Neighbor Search for Product Quantization Using Hash Tables
  160. Entropy-based Deep Product Quantization for Visual Search and Deep Feature Compression
  161. Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieval
  162. Dynamic Time Warping Under Product Quantization, With Applications to Time-Series Data Similarity Search
  163. A Comprehensive Study Over VLAD and Product Quantization in Large-Scale Image Retrieval
  164. Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval
  165. Perceptual Hashing for Large‐Scale Multimedia Search
  166. On the robustness of cover version identification models: a study using cover versions from YouTube
  167. UCI Embedder: A Real-time Broadcast-Content-Identifier Watermarking System for Broadcast Content Distribution Services
  168. Generic and fully automatic content-based image retrieval using color
  169. Automatic Content Recognition (ACR) Technologies: A Copyright Management Tool for Content-Sharing Platforms
  170. Spatial Verification for Scalable Mobile Image Retrieval
  171. Purifying Sets of Matched Features through RANSAC for Image Retrieval
  172. Image retrieval using spatial and semantic information
  173. Fast Local Spatial Verification for Feature-Agnostic Large-Scale Image Retrieval
  174. A Fast and Precise Spatial Verification Strategy for Duplicate Image Retrieval
  175. Color Spatial Arrangement for Image Retrieval by Visual Similarity
  176. Multiple Regions and Their Spatial Relationship-Based Image Retrieval
  177. Efficient Cross-Domain Image Retrieval by Multi-Level Matching and Spatial Verification for Structural Similarity
  178. Color block-histogram image retrieval based on difference degree of spatial distribution
  179. A integrated color-spatial image representation and the similar image retrieval
  180. Joint spatial-spectral indexing for image retrieval
  181. Shaped-based image retrieval by spatial topology distances
  182. Secure Verification Encrypted Image Retrieval Scheme with Addition Homomorphic Bitmap Index
  183. Design and evaluation of spatial similarity approaches for image retrieval
  184. Edge-Based Spatial Descriptor for Content-Based Image Retrieval
  185. Hierarchical Geometry Verification via Maximum Entropy Saliency in Image Retrieval
  186. Combining spatial and colour information for content based image retrieval
  187. Nested Partitions Properties for Spatial Content Image Retrieval
  188. Spatial template extraction for image retrieval by region matching
  189. IMAGE RETRIEVAL USING SPATIAL CONTEXT
  190. Research on color image retrieval based on spatial distance
  191. CONTENT BASED IMAGE RETRIEVAL USING SPATIAL RELATIONSHIPS BETWEEN DOMINANT COLOURS OF IMAGE SEGMENTS
  192. Privacy-Preserving Content-Based Image Retrieval Using Compressible Encrypted Images
  193. Transparent hashing in the encrypted domain for privacy preserving image retrieval
  194. A Privacy-Preserving and End-to-End-Based Encrypted Image Retrieval Scheme
  195. SEcure Similar Image Matching (SESIM): An Improved Privacy Preserving Image Retrieval Protocol over Encrypted Cloud Database
  196. Privacy-preserving transfer learning-based secure quantum image retrieval in encrypted domain for cloud environment
  197. PPCBIR: Privacy Preserving Content Based Image Retrieval
  198. Preserving privacy while revealing thumbnail for content-based encrypted image retrieval in the cloud
  199. Encrypted Masked Modeling and Gated Fusion for privacy-preserving content-based image retrieval
  200. High and Low-Level Classification based Features for Content-based Image Retrieval in Privacy-Preserving