The objective of this article is to provide a detailed review of the state-of-the-art underwater
surveillance process and the new trends of the same. Underwater surveillance has recently …

This paper presents a technique for motion detection that incorporates several innovative
mechanisms. For example, our proposed technique stores, for each pixel, a set of values …

Background subtraction is an effective method of choice when it comes to detection of
moving objects in videos and has been recognized as a breakthrough for the wide range of …

Motion detection plays an important role in most video based applications. One of the many
possible ways to detect motion consists in background subtraction. This paper discusses …

This book provides a complete overview of the concepts, algorithms, and applications
related to background modeling and foreground detection. It presents the top methods and …

Motion detection is the first essential process in the extraction of information regarding
moving objects and makes use of stabilization in functional areas, such as tracking …

A 128 128 single-photon avalanche diode (SPAD) motion detection-triggered time-of-flight
(ToF) sensor is implemented in STMicroelectronics 40 nm CMOS SPAD foundry process …

This paper provides a benchmark of the performance of 23 classical and state-of-the-art
background subtraction (BS) algorithms on visible range and near infrared range videos in …

Automatic moving object detection has gained increased research interest due to its
widespread applications like security provision, traffic monitoring, and various types of …

The objective of this study is to compare several change detection methods for a monostatic
camera and identify the best method for different complex environments and backgrounds in …