TSOM: Small Object Motion Detection Neural Network Inspired by Avian Visual Circuit

arXiv:2404.00855v1 Announce Type: new
Abstract: Detecting small moving objects in complex backgrounds from an overhead perspective is a highly challenging task for machine vision systems. As an inspiration from nature, the avian visual system is capable of processing motion information in various complex aerial scenes, and its Retina-OT-Rt visual circuit is highly sensitive to capturing the motion information of small objects from high altitudes. However, more needs to be done on small object motion detection algorithms based on the avian …

abstract aerial arxiv cs.ai cs.cv detection information inspiration machine machine vision moving nature network neural network object objects perspective processing small systems type vision visual