Triangulation in random refractive distortions

Marina Alterman, Yoav Y. Schechner, Yohay Swirski

نتاج البحث: نشر في مجلةمقالة مرجعيةمراجعة النظراء

ملخص

Random refraction occurs in turbulence and through a wavy water-air interface. It creates distortion that changes in space, time and with viewpoint. Localizing objects in three dimensions (3D) despite this random distortion is important to some predators and also to submariners avoiding the salient use of periscopes. We take a multiview approach to this task. Refracted distortion statistics induce a probabilistic relation between any pixel location and a line of sight in space. Measurements of an object's random projection from multiple views and times lead to a likelihood function of the object's 3D location. The likelihood leads to estimates of the 3D location and its uncertainty. Furthermore, multiview images acquired simultaneously in a wide stereo baseline have uncorrelated distortions. This helps reduce the acquisition time needed for localization. The method is demonstrated in stereoscopic video sequences, both in a lab and a swimming pool.

اللغة الأصليةالإنجليزيّة
رقم المقال7448905
الصفحات (من إلى)603-616
عدد الصفحات14
دوريةIEEE Transactions on Pattern Analysis and Machine Intelligence
مستوى الصوت39
رقم الإصدار3
المعرِّفات الرقمية للأشياء
حالة النشرنُشِر - مارس 2017

All Science Journal Classification (ASJC) codes

  • !!Software
  • !!Computer Vision and Pattern Recognition
  • !!Computational Theory and Mathematics
  • !!Artificial Intelligence
  • !!Applied Mathematics

بصمة

أدرس بدقة موضوعات البحث “Triangulation in random refractive distortions'. فهما يشكلان معًا بصمة فريدة.

قم بذكر هذا