Papers Copy Detection
“Copy Detection” 태그가 달린 논문 47편 · 필터 해제
Counteracting temporal attacks in Video Copy Detection
Video Copy Detection (VCD) plays a crucial role in copyright protection and content verification by identifying duplicates and near-duplicates in large-scale video databases. The META AI Challenge on video copy detection…
Copy DetectionVideo EditingImage Copy Detection for Diffusion Models
Images produced by diffusion models are increasingly popular in digital artwork and visual marketing. However, such generated images might replicate content from existing ones and pose the challenge of content originalit…
Copy DetectionMarketingProvable Performance Guarantees of Copy Detection Patterns
Copy Detection Patterns (CDPs) are crucial elements in modern security applications, playing a vital role in safeguarding industries such as food, pharmaceuticals, and cosmetics. Current performance evaluations of CDPs p…
Copy DetectionRelational Self-supervised Distillation with Compact Descriptors for Image Copy Detection
Image copy detection is the task of detecting edited copies of any image within a reference database. While previous approaches have shown remarkable progress, the large size of their networks and descriptors remains a d…
Contrastive LearningCopy DetectionAnyPattern: Towards In-context Image Copy Detection
This paper explores in-context learning for image copy detection (ICD), i.e., prompting an ICD model to identify replicated images with new tampering patterns without the need for additional training. The prompts (or the…
Copy DetectionIn-Context LearningThe Effects of Short Video-Sharing Services on Video Copy Detection
The short video-sharing services that allow users to post 10-30 second videos (e.g., YouTube Shorts and TikTok) have attracted a lot of attention in recent years. However, conventional video copy detection (VCD) methods …
Copy DetectionVideo AlignmentVidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models
The arrival of Sora marks a new era for text-to-video diffusion models, bringing significant advancements in video generation and potential applications. However, Sora, along with other text-to-video diffusion models, is…
Copy DetectionImage GenerationPrompt EngineeringText-to-Video Generation+1Unconditional Latent Diffusion Models Memorize Patient Imaging Data: Implications for Openly Sharing Synthetic Data
AI models present a wide range of applications in the field of medicine. However, achieving optimal performance requires access to extensive healthcare data, which is often not readily available. Furthermore, the imperat…
Copy DetectionData AugmentationImage GenerationMemorization+1Patch-Wise Self-Supervised Visual Representation Learning: A Fine-Grained Approach
Self-supervised visual representation learning traditionally focuses on image-level instance discrimination. Our study introduces an innovative, fine-grained dimension by integrating patch-level discrimination into these…
Copy Detectionimage-classificationImage ClassificationImage Retrieval+3Representation Learning via Consistent Assignment of Views over Random Partitions
We present Consistent Assignment of Views over Random Partitions (CARP), a self-supervised clustering method for representation learning of visual features. CARP learns prototypes in an end-to-end online fashion using gr…
Copy DetectionImage RetrievalLinear evaluationRepresentation Learning+2Stochastic Digital Twin for Copy Detection Patterns
Copy detection patterns (CDP) present an efficient technique for product protection against counterfeiting. However, the complexity of studying CDP production variability often results in time-consuming and costly proced…
Copy DetectionDenoisingImage-to-Image TranslationThe 2023 Video Similarity Dataset and Challenge
This work introduces a dataset, benchmark, and challenge for the problem of video copy detection and localization. The problem comprises two distinct but related tasks: determining whether a query video shares content wi…
Copy DetectionVideo SimilarityA Similarity Alignment Model for Video Copy Segment Matching
With the development of multimedia technology, Video Copy Detection has been a crucial problem for social media platforms. Meta AI hold Video Similarity Challenge on CVPR 2023 to push the technology forward. In this repo…
Copy DetectionPartial Video Copy DetectionVideo SimilarityA Dual-level Detection Method for Video Copy Detection
With the development of multimedia technology, Video Copy Detection has been a crucial problem for social media platforms. Meta AI hold Video Similarity Challenge on CVPR 2023 to push the technology forward. In this pape…
Copy DetectionPartial Video Copy DetectionVideo EditingVideo Similarity3rd Place Solution to Meta AI Video Similarity Challenge
This paper presents our 3rd place solution in both Descriptor Track and Matching Track of the Meta AI Video Similarity Challenge (VSC2022), a competition aimed at detecting video copies. Our approach builds upon existing…
Copy DetectionVideo SimilarityFeature-compatible Progressive Learning for Video Copy Detection
Video Copy Detection (VCD) has been developed to identify instances of unauthorized or duplicated video content. This paper presents our second place solutions to the Meta AI Video Similarity Challenge (VSC22), CVPR 2023…
Copy DetectionVideo SimilarityMathematical model of printing-imaging channel for blind detection of fake copy detection patterns
Nowadays, copy detection patterns (CDP) appear as a very promising anti-counterfeiting technology for physical object protection. However, the advent of deep learning as a powerful attacking tool has shown that the gener…
Copy DetectionDeep LearningDigital twins of physical printing-imaging channel
In this paper, we address the problem of modeling a printing-imaging channel built on a machine learning approach a.k.a. digital twin for anti-counterfeiting applications based on copy detection patterns (CDP). The digit…
Copy DetectionDecoderImage-to-Image TranslationPrinting variability of copy detection patterns
Copy detection pattern (CDP) is a novel solution for products' protection against counterfeiting, which gains its popularity in recent years. CDP attracts the anti-counterfeiting industry due to its numerous benefits in …
Copy DetectionActive Image Indexing
Image copy detection and retrieval from large databases leverage two components. First, a neural network maps an image to a vector representation, that is relatively robust to various transformations of the image. Second…
Copy DetectionQuantizationRetrieval