IEEE Trans Image Process - Toward dynamic image mosaic generation with robustness to parallax.

Tópicos

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Resumo

Mosaicing is largely dependent on the quality of registration among the constituent input images. Parallax and object motion present challenges to image registration, leading to artifacts in the result. To reduce the impact of these artifacts, traditional image mosaicing approaches often impose planar scene constraints or rely on purely rotational camera motion or dense sampling. However, these requirements are often impractical or fail to address the needs of all applications. Instead, taking advantage of depth cues and a smooth transition criterion, we achieve significantly improved mosaicing results for static scenes, coping effectively with nontrivial parallax in the input. We extend this approach to the synthesis of dynamic video mosaics, incorporating foreground/background segmentation and a consistent motion perception criterion. Although further additions are required to cope with unconstrained object motion, our algorithm can synthesize a perceptually convincing output, conveying the same appearance of motion as seen in the input sequences.

Resumo Limpo

mosaic larg depend qualiti registr among constitu input imag parallax object motion present challeng imag registr lead artifact result reduc impact artifact tradit imag mosaic approach often impos planar scene constraint reli pure rotat camera motion dens sampl howev requir often impract fail address need applic instead take advantag depth cue smooth transit criterion achiev signific improv mosaic result static scene cope effect nontrivi parallax input extend approach synthesi dynam video mosaic incorpor foregroundbackground segment consist motion percept criterion although addit requir cope unconstrain object motion algorithm can synthes perceptu convinc output convey appear motion seen input sequenc

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