Manipulation Direction: Evaluating Text-Guided Image Manipulation Based on Similarity between Changes in Image and Text Modalities [PDF]
Sensors, 2023 At present, text-guided image manipulation is a notable subject of study in the vision and language field. Given an image and text as inputs, these methods aim to manipulate the image according to the text, while preserving text-irrelevant regions ...
Yuto Watanabe +4 more
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An experimental study of animating-based facial image manipulation in online class environments [PDF]
Scientific Reports, 2023 Recent advances in artificial intelligence technology have significantly improved facial image manipulation, which is known as Deepfake. Facial image manipulation synthesizes or replaces a region of the face in an image with that of another face.
Jeong-Ha Park +2 more
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Multimodal transformer-based watermarking for deepfake detection and digital media authentication: current progress, challenges, and future directions [PDF]
Frontiers in Artificial IntelligenceThe rapid advancement of deepfake generation technologies has fundamentally outpaced the forensic tools designed to detect and authenticate digital media.
Kok Swee Sim, Md Tahidul Islam
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Irrelevant region preserving for counterfactual image manipulation [PDF]
Scientific ReportsImage editing is one of the most significant and potential research topics in the field of multimodal learning. Several existing methods based on Contrastive-Language-Image-Pretraining (CLIP) have achieved high-resolution image editing recently, but the ...
Yinuo Peng +4 more
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Pollen image manipulation and projection using latent space [PDF]
Frontiers in Plant ScienceUnderstanding the structure of pollen grains is crucial for the identification of plant taxa and the understanding of plant evolution. We employ a deep learning technique known as style transfer to investigate the manipulation of microscope images of ...
Ben Mills +2 more
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Seamless Copy–Move Replication in Digital Images
Journal of Imaging, 2022 The importance and relevance of digital-image forensics has attracted researchers to establish different techniques for creating and detecting forgeries.
Tanzeela Qazi +3 more
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The Evidentiary Value of Late Nineteenth and Early Twentieth Century Postcards for Heritage Studies
Heritage, 2021 A postcard ‘craze’ engulfed the developed world and colonial world during the end of the nineteenth and the beginning of the twentieth century, when over 2.3 million picture postcards were mailed in 1904 alone.
Dirk H. R. Spennemann
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Spatial Frequency Effective for Increasing Perceived Glossiness by Contrast Enhancement
Frontiers in Psychology, 2021 It has been suggested that luminance edges in retinal images are potential cues for glossiness perception, particularly when the perception relies on low-luminance specular regions.
Hiroaki Kiyokawa +4 more
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Self-Supervised Learning for the Distinction between Computer-Graphics Images and Natural Images
Applied Sciences, 2023 With the increasing visual realism of computer-graphics (CG) images generated by advanced rendering engines, the distinction between CG images and natural images (NIs) has become an important research problem in the image forensics community.
Kai Wang
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Image Forensics Using Non-Reducing Convolutional Neural Network for Consecutive Dual Operators
Applied Sciences, 2022 Digital image forensics has become necessary as an emerging technology. Images can be adulterated effortlessly using image tools. The latest techniques are available to detect whether an image is adulterated by a particular operator. Most of the existing
Se-Hyun Cho +3 more
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