Asynchronous Semantic Background Subtraction [PDF]
Journal of Imaging, 2020 The method of Semantic Background Subtraction (SBS), which combines semantic segmentation and background subtraction, has recently emerged for the task of segmenting moving objects in video sequences.
Anthony Cioppa +2 more
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Background subtraction for night videos [PDF]
PeerJ Computer Science, 2021 Motion analysis is important in video surveillance systems and background subtraction is useful for moving object detection in such systems. However, most of the existing background subtraction methods do not work well for surveillance systems in the ...
Hongpeng Pan +3 more
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Face Presentation Attack Detection Using Deep Background Subtraction [PDF]
Sensors, 2022 Currently, face recognition technology is the most widely used method for verifying an individual’s identity. Nevertheless, it has increased in popularity, raising concerns about face presentation attacks, in which a photo or video of an authorized ...
Azeddine Benlamoudi +6 more
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Locally Statistical Dual-Mode Background Subtraction Approach [PDF]
IEEE Access, 2019 Due to the variety of background model in the real world, detecting changes in a video cannot be addressed exhaustively by a simple background subtraction method, especially with several motion detection challenges, such as dynamic background, camera ...
Thien Huynh-The +3 more
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Extended Codebook with Multispectral Sequences for Background Subtraction [PDF]
Sensors, 2019 The Codebook model is one of the popular real-time models for background subtraction. In this paper, we first extend it from traditional Red-Green-Blue (RGB) color model to multispectral sequences.
Rongrong Liu +2 more
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Near-Infrared Blood Vessel Image Segmentation Using Background Subtraction and Improved Mathematical Morphology. [PDF]
Bioengineering (Basel), 2023 Li L +6 more
europepmc +3 more sources
A Novel Interest-Point-Based Background Subtraction Algorithm [PDF]
ELCVIA Electronic Letters on Computer Vision and Image Analysis, 2014 Current Back-Ground Subtraction (BGS) algorithms are pixel-based methods. We propose an Interest-Point(IP)-based BGS algorithm applicable in IP-based Computer Vision application.
Alireza Dehghani, Alistair Sutherland
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Background Subtraction Based on Three-Dimensional Discrete Wavelet Transform [PDF]
Sensors, 2016 Background subtraction without a separate training phase has become a critical task, because a sufficiently long and clean training sequence is usually unavailable, and people generally thirst for immediate detection results from the first frame of a ...
Guang Han, Jinkuan Wang, Xi Cai
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Background Subtraction Approach Based on Independent Component Analysis [PDF]
Sensors, 2010 In this work, a new approach to background subtraction based on independent component analysis is presented. This approach assumes that background and foreground information are mixed in a given sequence of images.
Hugo Jiménez-Hernández
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An Adaptive Background Subtraction Method Based on Kernel Density Estimation [PDF]
Sensors, 2012 In this paper, a pixel-based background modeling method, which uses nonparametric kernel density estimation, is proposed. To reduce the burden of image storage, we modify the original KDE method by using the first frame to initialize it and update it ...
Mignon Park, Jeisung Lee
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