{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","description":"This cluster of papers focuses on the detection and identification of digital image forgeries, including techniques such as copy-move forgery detection, sensor pattern noise analysis, JPEG compression history estimation, camera model identification, splicing detection, and tampering localization. The papers also explore the application of deep learning methods for image forensics and the detection of inconsistencies in image manipulation.","keywords":[{"id":"https://openalex.org/keywords/deepfake-detection","display_name":"deepfake detection","score":0.785},{"id":"https://openalex.org/keywords/image-forgery-detection","display_name":"image forgery detection","score":0.8298},{"id":"https://openalex.org/keywords/image-forensics","display_name":"image forensics","score":0.7824},{"id":"https://openalex.org/keywords/image-forgery","display_name":"image tampering","score":0.8424},{"id":"https://openalex.org/keywords/video-forensics","display_name":"video forensics","score":0.6946},{"id":"https://openalex.org/keywords/copy-move-forgery-detection","display_name":"copy-move forgery detection","score":0.9838},{"id":"https://openalex.org/keywords/synthetic-media","display_name":"synthetic media","score":0.3267},{"id":"https://openalex.org/keywords/ai-generated-image-detection","display_name":"AI-generated image detection","score":0.9149},{"id":"https://openalex.org/keywords/video-forgery-detection","display_name":"video forgery detection","score":0.9429},{"id":"https://openalex.org/keywords/image-authenticity","display_name":"image authenticity","score":0.6252},{"id":"https://openalex.org/keywords/tampering-localization","display_name":"tamper localization","score":0.4319},{"id":"https://openalex.org/keywords/faceforensics","display_name":"FaceForensics++","score":0.9589},{"id":"https://openalex.org/keywords/copy-move-forgery","display_name":"copy-move forgery","score":0.9825},{"id":"https://openalex.org/keywords/multimedia-forensics","display_name":"multimedia forensics","score":0.6482},{"id":"https://openalex.org/keywords/face-forgery-detection","display_name":"face forgery detection","score":0.8607},{"id":"https://openalex.org/keywords/synthetic-image-detection","display_name":"synthetic image detection","score":0.8975},{"id":"https://openalex.org/keywords/face-swapping","display_name":"face swapping","score":0.4853},{"id":"https://openalex.org/keywords/facial-manipulation","display_name":"face manipulation","score":0.7622},{"id":"https://openalex.org/keywords/video-forgery","display_name":"video forgery","score":0.9373},{"id":"https://openalex.org/keywords/video-manipulation","display_name":"video manipulation","score":0.6521},{"id":"https://openalex.org/keywords/image-splicing-detection","display_name":"image splicing detection","score":0.9861},{"id":"https://openalex.org/keywords/celeb-df","display_name":"Celeb-DF","score":0.9864},{"id":"https://openalex.org/keywords/video-authenticity","display_name":"video authenticity","score":0.7187},{"id":"https://openalex.org/keywords/deepfake-detection-challenge","display_name":"DFDC","score":0.8969},{"id":"https://openalex.org/keywords/fake-image-detection","display_name":"fake image detection","score":0.827}],"legacy_keywords":"Image Forgery Detection; Digital Forensics; Copy-Move Forgery; Sensor Pattern Noise; JPEG Compression; Camera Model Identification; Deep Learning; Splicing Detection; Tampering Localization; Resampling Detection","ids":{"openalex":"https://openalex.org/T12357","wikipedia":"https://en.wikipedia.org/wiki/Digital_image_forensics"},"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"},"siblings":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications"},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques"},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition"},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods"},{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques"},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems"},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging"},{"id":"https://openalex.org/T10586","display_name":"Robotic Path Planning Algorithms"},{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques"},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques"},{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques"},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods"},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis"},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics"},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition"},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques"},{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications"},{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques"},{"id":"https://openalex.org/T11017","display_name":"Chaos-based Image/Signal Encryption"},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques"},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques"},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment"},{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies"},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization"},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis"},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection"},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications"},{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms"},{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques"},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases"},{"id":"https://openalex.org/T12923","display_name":"Digital Image Processing Techniques"},{"id":"https://openalex.org/T13579","display_name":"Image and Video Stabilization"},{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection"},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction"}],"works_count":25488,"cited_by_count":293886,"works_api_url":"https://api.openalex.org/works?filter=topics.id:T12357","updated_date":"2026-10-22T03:01:35","created_date":"2024-01-23T15:27:14"}