A Novel Image Fusion Scheme for FTV View Synthesis based on Layered Depth Scene Representation & Scale Periodic Transform
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The document presents a novel image fusion scheme for free-viewpoint (FTV) synthesis, employing a layered depth scene representation and scale periodic transform for improved depth computation. It introduces a new method for image fusion aimed at minimizing geometric and blurring artifacts during view interpolation. The references cited include several papers on probability-based rendering and occlusion filling techniques in view synthesis.
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A Novel Image Fusion Scheme for FTV View Synthesis based on Layered Depth Scene Representation & Scale Periodic Transform
- 1. A NOVEL IMAGE FUSION SCHEME FOR FTV VIEW SYNTHESIS BASED ON LAYERED DEPTH SCENE REPRESENTATION & SCALE PERIODIC TRANSFORM Mansi Sharma, Gowtham Ragavan Department of Electrical Engineering Indian Institute of Technology Madras, India
- 2. ● Novel approach for layered depth computation of the scene - Represent reference images as scale periodic functions - Utilize unique properties of scale transform - Depth map computation as a certain shift-variant problem ● Novel image fusion for view interpolation - Suppress geometric, blurring or flicker artifacts
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- 11. Ham et al. Probability-Based Rendering for View Synthesis. in IEEE TIP, 23(2), pp. 870-884, 2014.
- 12. Ham et al. Probability-Based Rendering for View Synthesis. in IEEE TIP, 23(2), pp. 870-884, 2014.
- 13. J. Dai and T. Nguyen. View synthesis with hierarchical clustering based occlusion filling. IEEE ICIP, Beijing, 2017, pp. 1387-1391.
- 14. Jain et al. Efficient stereo-to-multiview synthesis. ICASSP, Prague, 2011, pp. 889-892.
- 15. Proposed
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