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

R Kalsotra, S Arora - The Visual Computer, 2022 - Springer
Background subtraction methods generally follow the same scheme for moving object
detection [14]: background initialization, background maintenance, and foreground detection. The …

Background modelling and background subtraction performance for object detection

SS Mohamed, NM Tahir… - 2010 6th International …, 2010 - ieeexplore.ieee.org
… This approach utilized mathematical model of static backgroundbackground subtraction
technique using Mixture of Gaussian (MoG) method is conducted for detection of moving object

Moving object detection and tracking based on background subtraction

Y Liu, H Ai, G Xu - Object detection, classification, and tracking …, 2001 - spiedigitallibrary.org
Background subtraction can extract the most precise foreground region by modeling the
background and subtracting … In our approach, foreground is detected by background subtraction. …

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. …

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 …

Intensity range based background subtraction for effective object detection

KK Hati, PK Sa, B Majhi - IEEE Signal Processing Letters, 2013 - ieeexplore.ieee.org
… intensity range based object detection scheme for videos with fixed background and static …
the background from initial few frames and the second algorithm extracts the objects based on …

Fast background subtraction based on a multilayer codebook model for moving object detection

JM Guo, CH Hsia, YF Liu, MH Shih… - … on Circuits and …, 2013 - ieeexplore.ieee.org
… block-based background subtraction method and a pixel-… detection precision (Pr)
simultaneously. Herein, all of the parameters in the multilayer codebook-based background

Background subtraction for moving object detection in RGBD data: A survey

L Maddalena, A Petrosino - Journal of Imaging, 2018 - mdpi.com
… [8] present a comparison between background subtraction … for moving object detection
based on background subtraction. … space—for RGB only background subtraction, the reader is …

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 algorithm for moving object detection in FPGA

C Sanchez-Ferreira, JY Mori… - 2012 VIII southern …, 2012 - ieeexplore.ieee.org
detecting the object’s shape, generally, making difficult a posterior recognition stage [14].
Therefore, in this paper a background subtraction based motion detection … as shape detection. …