Motion detection, noise reduction, texture suppression, and contour enhancement by spatiotemporal Gabor filters with surround inhibition

N Petkov, E Subramanian - Biological Cybernetics, 2007 - Springer
We study the orientation and speed tuning properties of spatiotemporal three-dimensional
(3D) Gabor and motion energy filters as models of time-dependent receptive fields of simple …

Model of visual motion sensing

DJ Heeger, EP Simoncelli - Spatial vision in humans and robots, 1993 - books.google.com
A number of researchers have proposed models of early motion sensing based on direction-
selective, spatiotemporal linear operators. Others have formalized the problem of measuring …

[PDF][PDF] Video motion perception using optimized Gabor filter

M Elarbi-Boudihir, A Rehman… - International journal of …, 2011 - academicjournals.org
Motion estimation in image sequences is a fundamental issue in many applications as for
instance in artificial vision and three-dimensional scene reconstruction. The basic problem …

Filter selection model for motion segmentation and velocity integration

SJ Nowlan, TJ Sejnowski - JOSA A, 1994 - opg.optica.org
We present a new approach to computing from image sequences the two-dimensional
velocities of moving objects that are occluded and transparent. The new motion model does …

[HTML][HTML] Spatial scale of motion segmentation from speed cues

DR Mestre, GS Masson, LS Stone - Vision Research, 2001 - Elsevier
For the accurate perception of multiple, potentially overlapping, surfaces or objects, the
visual system must distinguish different local motion vectors and selectively integrate similar …

Outputs of paired Gabor filters summed across the background frame of reference predict the direction of movement (vision)

TB Lawton - IEEE transactions on biomedical engineering, 1989 - ieeexplore.ieee.org
A cortical neural network that computes the visibility of shifts in the direction of movement is
proposed. The network computes:(1) the magnitude of the position difference between the …

Direction-selective motion discrimination by traveling waves in visual cortex

S Heitmann, GB Ermentrout - PLOS Computational Biology, 2020 - journals.plos.org
The majority of neurons in primary visual cortex respond selectively to bars of light that have
a specific orientation and move in a specific direction. The spatial and temporal responses of …

Object segmentation from motion discontinuities and temporal occlusions–a biologically inspired model

C Beck, T Ognibeni, H Neumann - PLoS One, 2008 - journals.plos.org
Background Optic flow is an important cue for object detection. Humans are able to perceive
objects in a scene using only kinetic boundaries, and can perform the task even when other …

A model for the estimate of local image velocity by cells in the visual cortex

NM Grzywacz, AL Yuille - … of the Royal Society of London …, 1990 - royalsocietypublishing.org
Some computational theories of motion perception assume that the first stage en route to this
perception is the local estimate of image velocity. However, this assumption is not supported …

Detection of an orientation singularity in Gabor textures: effect of signal density and spatial-frequency

D Sagi - Vision research, 1990 - Elsevier
This work presents evidence for a second stage of spatial filtering in early vision. This
second stage operates on the output of the well known linear spatial filters and integrates …