Background subtraction for moving object detection: explorations of recent developments and challenges

R Kalsotra, S Arora - The Visual Computer, 2022 - Springer
… A good number of survey papers on background subtraction models have been published.
A detailed survey on background subtraction is presented in [16], discussing the background

Intensity range based background subtraction for effective object detection

KK Hati, PK Sa, B Majhi - IEEE Signal Processing Letters, 2013 - ieeexplore.ieee.org
objects and shadows for effective object detection. To alleviate this problem, we propose a
simple but efficient object detection … and motion in the background. The proposed approach …

An evaluation of background subtraction for object detection vis-a-vis mitigating challenging scenarios

SK Choudhury, PK Sa, S Bakshi, B Majhi - IEEE Access, 2016 - ieeexplore.ieee.org
… change, cast shadows, waving background, camera shake, … the evolution of the background
subtraction techniques over the … models of background subtraction to detect moving objects. …

Design and implementation of high speed background subtraction algorithm for moving object detection

SR Hanchinamani, S Sarkar… - Procedia computer science, 2016 - Elsevier
… In this paper, moving object detection using modified background subtraction and adaptive
threshold techniques is proposed. The proposed technique can be able to detect the object

Background subtraction for object detection under varying environments

SV Mashak, B Hosseini, M Mokji… - … Pattern Recognition, 2010 - ieeexplore.ieee.org
… CONCLUSION This paper has provided an alternative method to detect moving objects using
background subtraction framework. The strength of this technique is that it is robust against …

Object detection in a maritime environment: Performance evaluation of background subtraction methods

DK Prasad, CK Prasath, D Rajan… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
object detection metric in computer vision, IOU, is not suitable for several object detection
The results in this study demonstrate that maritime background subtraction is inordinately …

Effective background modelling and subtraction approach for moving object detection

W Liu, H Yu, H Yuan, H Zhao, X Xu - IET Computer Vision, 2015 - Wiley Online Library
… perfect background subtraction is still a challenging task. A good background subtraction
system … In the future, our work will focus on object-level processing by combining with semantic …

Background subtraction method for object detection and tracking

S Kumar, JS Yadav - Proceeding of International Conference on Intelligent …, 2017 - Springer
… to spatial and temporal changes in the video background. In this work, we have proposed a
background subtraction algorithm that efficiently localizes the object in the scene. In the next …

[PDF][PDF] Background Subtraction for Effective Object Detection and its Parametric Evaluation

SA Meshram, MV Raskar - … of Advanced Research in Computer and …, 2015 - academia.edu
Background Subtraction (LIBS) that models the background by defining an intensity range
for each pixel location in the scene. Subsequently a local thresholding approach for object

Moving object detection in real-time visual surveillance using background subtraction technique

DK Yadav, L Sharma, SK Bharti - 2014 14th International …, 2014 - ieeexplore.ieee.org
… we have presented a background subtraction based scheme for moving object detection in
video … This work is presented in three different sections, first is to model the background using …