Cauchy Mixture Model-based Foreground Object Detection with New Dynamic Learning Rate Using Spatial and Statistical information for Video Surveillance Applications

Proceedings of the National Academy of Sciences India Section A Physical Sciences ◽

10.1007/s40010-019-00620-9 ◽

2019 ◽

Vol 90 (5) ◽

pp. 911-924

Author(s):

D. Sowmiya ◽

P. Anandhakumar

Keyword(s):

Object Detection ◽

Mixture Model ◽

Video Surveillance ◽

Statistical Information ◽

Learning Rate ◽

Foreground Object ◽

Dynamic Learning ◽

Model Based ◽

Surveillance Applications

Download Full-text

Foreground Object Detection Combining Gaussian Mixture Model and Inter-Frame Difference in the Application of Classroom recording Apparatus

Proceedings of the 2018 10th International Conference on Computer and Automation Engineering - ICCAE 2018 ◽

10.1145/3192975.3193020 ◽

2018 ◽

Author(s):

Zhu Jun ◽

Zhang Xinhua

Keyword(s):

Object Detection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Foreground Object ◽

Recording Apparatus ◽

Frame Difference ◽

Download Full-text

Performance Analysis of Machine Learning Classification Algorithms in Static Object Detection for Video Surveillance Applications

Wireless Personal Communications ◽

10.1007/s11277-020-07627-1 ◽

2020 ◽

Vol 115 (2) ◽

pp. 1291-1307

Author(s):

S. Ariffa Begum ◽

A. Askarunisa

Keyword(s):

Machine Learning ◽

Performance Analysis ◽

Object Detection ◽

Video Surveillance ◽

Classification Algorithms ◽

Machine Learning Classification ◽

Static Object ◽

Surveillance Applications

Download Full-text

Gaussian mixture model based moving object detection from video sequence

Proceedings of the International Conference & Workshop on Emerging Trends in Technology - ICWET '11 ◽

10.1145/1980022.1980172 ◽

2011 ◽

Author(s):

C. I. Patel ◽

R. Patel

Keyword(s):

Object Detection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Video Sequence ◽

Gaussian Mixture ◽

Moving Object Detection ◽

Moving Object ◽

Download Full-text

Object Detection and Tracking using Deep Learning and Artificial Intelligence for Video Surveillance Applications

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2019.0101269 ◽

2019 ◽

Vol 10 (12) ◽

Author(s):

Mohana ◽

HV Ravish

Keyword(s):

Artificial Intelligence ◽

Deep Learning ◽

Object Detection ◽

Video Surveillance ◽

Object Detection And Tracking ◽

Detection And Tracking ◽

Surveillance Applications

Download Full-text

Gaussian mixture model and spatial-temporal evaluation for object detection and tracking in video surveillance system

2015 International Conference on Information Technology Systems and Innovation (ICITSI) ◽

10.1109/icitsi.2015.7437706 ◽

2015 ◽

Author(s):

Luqman Abdul Mushawwir ◽

Iping Supriana

Keyword(s):

Object Detection ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Video Surveillance ◽

Surveillance System ◽

Gaussian Mixture ◽

Video Surveillance System ◽

Object Detection And Tracking ◽

Detection And Tracking

Download Full-text

A video coder using 3-D model based background for video surveillance applications

Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269) ◽

10.1109/icip.1998.723705 ◽

2002 ◽

Author(s):

I. Martins ◽

L. Corte-Real

Keyword(s):

Video Surveillance ◽

Model Based ◽

Video Coder ◽

D Model ◽

Surveillance Applications

Download Full-text

Elegant and efficient algorithms for real time object detection, counting and classification for video surveillance applications from single fixed camera

2016 International Conference on Circuits, Controls, Communications and Computing (I4C) ◽

10.1109/cimca.2016.8053292 ◽

2016 ◽

Author(s):

Mohana ◽

H. V. Ravish Aradhya

Keyword(s):

Object Detection ◽

Real Time ◽

Video Surveillance ◽

Efficient Algorithms ◽

Surveillance Applications

Download Full-text

Detection of Foreground Object for Video Surveillance Applications

International Journal for Research in Applied Science and Engineering Technology ◽

10.22214/ijraset.2017.3147 ◽

2017 ◽

Vol V (III) ◽

pp. 786-789

Author(s):

S. Ariffa Begum

Keyword(s):

Video Surveillance ◽

Foreground Object ◽

Surveillance Applications

Download Full-text

Real-time implementation of object detection and tracking on DSP for video surveillance applications

2016 IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT) ◽

10.1109/rteict.2016.7808180 ◽

2016 ◽

Author(s):

Suraj K Mankani ◽

Naman S Kumar ◽

Prasad R Dongrekar ◽

Shreekant Sajjanar ◽

Mohana ◽

...

Keyword(s):

Object Detection ◽

Real Time ◽

Video Surveillance ◽

Object Detection And Tracking ◽

Detection And Tracking ◽

Surveillance Applications

Download Full-text

Moving object detection in the H.264/AVC compressed domain for video surveillance applications

Journal of Visual Communication and Image Representation ◽

10.1016/j.jvcir.2009.05.001 ◽

2009 ◽

Vol 20 (6) ◽

pp. 428-437 ◽

Author(s):

Chris Poppe ◽

Sarah De Bruyne ◽

Tom Paridaens ◽

Peter Lambert ◽

Rik Van de Walle

Keyword(s):

Object Detection ◽

Video Surveillance ◽

Moving Object Detection ◽

Moving Object ◽

Compressed Domain ◽

Surveillance Applications

Download Full-text