Search Results - Ramyashree
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Resilient Multimedia Embedding in DICOM Images: A Robustness Evaluation Under Multiple Attacks
Published 2025-01-01Get full textDigital watermarking in medical imaging serves as a critical technique for ensuring data integrity, authentication, and copyright protection. This study explores an innovative approach to embed diverse file types, including text, PDF, video, and audio, into DICOM images using the Least Significant B...
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ETIA: Enhancing Text2Image Surround View Scene Generation With Semantic Annotation via Diffusion for Autonomous Driving
Published 2025-01-01Get full textGenerating high-fidelity surround view images from text prompts is a complex task that requires balancing contextual coherence with computational efficiency. The proposed work introduces a novel methodology that combines recurrent attention-based encoder-decoder architectures with text-to-image diff...
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SVPDSA: Selective View Perception Data Synthesis With Annotations Using Lightweight Diffusion Network
Published 2025-01-01Get full textThe generation of high-quality annotated image datasets with low computational cost and automated labeling is essential for advancing computer vision systems. However, manual labeling of real images is often labor intensive and expensive. To overcome these challenges, proposed a model named SVPDSA,...
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