On the role and the importance of features for background modeling and foreground detection

T Bouwmans, C Silva, C Marghes, MS Zitouni… - Computer Science …, 2018 - Elsevier
Background modeling has emerged as a popular foreground detection technique for various
applications in video surveillance. Background modeling methods have become increasing …

DFC-D: A dynamic weight-based multiple features combination for real-time moving object detection

MA Hossain, MI Hossain, MD Hossain… - Multimedia Tools and …, 2022 - Springer
Real-time moving object detection is an emerging method in Industry 5.0, that is applied in
video surveillance, video coding, human-computer interaction, IoT, robotics, smart home …

Background subtraction based on deep convolutional neural networks features

J Dou, Q Qin, Z Tu - Multimedia Tools and Applications, 2019 - Springer
Background modeling and subtraction, the task to detect moving objects in a scene, is a
fundamental and critical step for many high level computer vision tasks. However …

Improving OR-PCA via smoothed spatially-consistent low-rank modeling for background subtraction

S Javed, T Bouwmans, SK Jung - Proceedings of the Symposium on …, 2017 - dl.acm.org
Background subtraction is a powerful mechanism for moving object detection. In addition to
the most popular dynamic background scenes and abrupt lighting condition limitations for …

Background subtraction using dominant directional pattern

K Roy, R Arefin, F Makhmudkhujaev, O Chae… - IEEE Access, 2018 - ieeexplore.ieee.org
Background subtraction technique is commonly used in foreground segmentation problem.
Most of the existing color or intensity feature-based background subtraction methods suffer …

An adaptive fusion scheme of color and edge features for background subtraction

K Roy, J Kim, MTB Iqbal… - 2017 14th IEEE …, 2017 - ieeexplore.ieee.org
An adaptive fusion scheme of color and edge features for background subtraction Page 1
An Adaptive Fusion Scheme of Color and Edge Features for Background Subtraction …

Using structure from motion for monument 3D reconstruction from images with heterogeneous background

AD Sergeeva, VA Sablina - 2018 7th Mediterranean …, 2018 - ieeexplore.ieee.org
In the paper the task of 3D reconstruction of the cultural heritage objects, historical and
cultural monuments is considered. The problems of performing this task in the complex …

Background subtraction based on fusion of color and local patterns

MR Arefin, F Makhmudkhujaev, O Chae… - Asian Conference on …, 2018 - Springer
Segmentation of foreground objects using background subtraction methods is popularly
used in a wide variety of application areas such as surveillance, tracking, and human pose …

Background modeling using adaptive properties of hybrid features

J Kim, AR Rivera, B Kim, K Roy… - 2017 14th IEEE …, 2017 - ieeexplore.ieee.org
In this paper, we propose Local Adaptive Hybrid Pattern (LAHP) to use intrinsic properties,
both edge and color, of each pixel adaptively (inspired from LHP based methods) while …

Edge shape pattern for background modeling based on hybrid local codes

S Hong, J Kim, AR Rivera, G Song… - 2016 13th IEEE …, 2016 - ieeexplore.ieee.org
In this paper, we propose a novel edge descriptor method for background modeling. In
comparison to previous edge-based local-pattern methods, it is more robust to noise and …