The computation of optical flow

SS Beauchemin, JL Barron - ACM computing surveys (CSUR), 1995 - dl.acm.org
Two-dimensional image motion is the projection of the three-dimensional motion of objects,
relative to a visual sensor, onto its image plane. Sequences of time-orderedimages allow the …

An improved VGG-19 network induced enhanced feature pooling for precise moving object detection in complex video scenes

PK Sahoo, MK Panda, U Panigrahi, G Panda… - Ieee …, 2024 - ieeexplore.ieee.org
Background subtraction is a crucial stage in many visual surveillance systems. The prime
objective of any such system is to detect local changes, and the system could be utilized to …

Computation and analysis of image motion: A synopsis of current problems and methods

A Mitiche, P Bouthemy - International journal of computer vision, 1996 - Springer
The goal of this paper is to offer a structured synopsis of the problems in image motion
computation and analysis, and of the methods proposed, exposing the underlying models …

A contour-based moving object detection and tracking

M Yokoyama, T Poggio - 2005 IEEE international workshop on …, 2005 - ieeexplore.ieee.org
We propose a fast and robust approach to the detection and tracking of moving objects. Our
method is based on using lines computed by a gradient-based optical flow and an edge …

A ResNet-101 deep learning framework induced transfer learning strategy for moving object detection

U Panigrahi, PK Sahoo, MK Panda, G Panda - Image and Vision …, 2024 - Elsevier
Background subtraction is a crucial stage in many visual surveillance systems. The prime
objective of any such system is to detect moving objects such that the system could be …

Contour extraction of moving objects in complex outdoor scenes

MP Dubuisson, AK Jain - International Journal of Computer Vision, 1995 - Springer
This paper presents a new approach to the extraction of the contour of a moving object. The
method is based on the fusion of a motion segmentation technique using image subtraction …

Robust privacy-preserving motion detection and object tracking in encrypted streaming video

X Tian, P Zheng, J Huang - IEEE Transactions on Information …, 2021 - ieeexplore.ieee.org
Video privacy leakage is becoming an increasingly severe public problem, especially in
cloud-based video surveillance systems. It leads to the new need for secure cloud-based …

Real-time tracking of moving persons by exploiting spatio-temporal image slices

Y Ricquebourg, P Bouthemy - IEEE Transactions on Pattern …, 2000 - ieeexplore.ieee.org
This paper addresses the problem of analyzing human motion in an image sequence. This
is of particular importance for video-surveillance applications. We have developed an …

Reliable and efficient computation of optical flow

SH Lai, BC Vemuri - International Journal of Computer Vision, 1998 - Springer
In this paper, we present two very efficient and accurate algorithms for computing optical
flow. The first is a modified gradient-based regularization method, and the other is an SSD …

An efficient motion detection and tracking scheme for encrypted surveillance videos

J Guo, P Zheng, J Huang - ACM Transactions on Multimedia Computing …, 2017 - dl.acm.org
Performing detection on surveillance videos contributes significantly to the goals of safety
and security. However, performing detection on unprotected surveillance video may reveal …