Scientific articles describing applications that use/implement/expand
principles of ViBe
Last update: January 16, 2019
1. Detection of micro air vehicles
N. Dorudian, S. Lauria, and S. Swift. Nonparametric background modelling and seg-
mentation to detect micro air vehicles (MAV) using RGB-D sensor. International Jour-
nal of Micro Air Vehicles, online first:–, 2018. URL:
2. Infrared target detection
Y. Wu, Y. Wang, and P. Liu and. Infrared LSS-target detection via adaptive TCAIE-
LGM smoothing and pixel-based background subtraction. Photonic Sensors, online
first:1–10, December 2018. URL:
3. Water environment monitoring
Y. Wang, X. Zhang, J. Chen, Z. Cheng, and D. Wang. Camera sensor-based contamina-
tion detection for water environment monitoring. Environmental Science and Pollution
Research, online first:–, 2019. URL:
4. Trichomonas Detection X. Du, L. Liu, X. Wang, J. Zhang, G. Ni, R. Hao, J. Liu, and
Y. Liu. Trichomonas detection in leucorrhea based on VIBE method. Computational
and Mathematical Methods in Medicine, 2019:1–10, January 2019. URL: http://dx.
5. Detection of smoky vehicles
H. Tao and X. Lu. Smoky vehicle detection based on multi-feature fusion and ensemble
neural networks. Multimedia Tools and Applications, 77(24):32153–32177, December
2018. URL:
6. Interactive multiple video fusion in 3D environments
Y. Zhou, M. Cao, J. You, M. Meng, Y. Wang, and Z. Zhou. MR video fusion: Interactive
3d modeling and stitching on wide-baseline videos. In ACM Symposium on Virtual Re-
ality Software and Technology (VRST), pages 1–11, Tokyo, Japan, November-December
2018. URL:
7. Person re-identification
A. Chen, M. Biglari-Abhari, and K. Wang. Fast one-shot learning for identity classifi-
cation in person re-identification and tracking. In International Conference on Control,
Automation, Robotics and Vision (ICARCV), pages 1197–1203, Singapore, November
2018. URL:
8. Detection of flying birds
T. Wu, X. Luo, and Q. Xu. A new skeleton based flying bird detection method for low-
altitude air traffic management. Chinese Journal of Aeronautics, 11(11):2149–2164,
November 2018. URL:
9. Surveillance of goats
D. Wang, J. Tang, W. Zhu, H. Li, J. Xin, and D. He. Dairy goat detection based
on Faster R-CNN from surveillance video. Computers and Electronics in Agriculture,
154:443–449, November 2018. URL:
10. Person re-identification
M. Saghafi, A. Hussain, M. Saad, M. Zulkifley, N. Tahir, and M. Ibrahim. Pose and
illumination invariance of attribute detectors in person re-identification. International
Journa l of Engineering & Technology (IJET), 7(4.11):174–178, 2018. URL: http:
11. Detection of smoky vehicles
H. Tao and X. Lu. Smoky vehicle detection based on range filtering on three orthogonal
planes and motion orientation histogram. IEEE Access, 6:57180–57190, October 2018.
12. Detection of wildfires
J. Yuan, L. Wang, P. Wu, C. Gao, and L. Sun. Detection of wildfires along transmission
lines using deep time and space features. Pattern Recognition and Image Analysis,
28(4):805–812, October 2018. URL:
13. Detection of smoky vehicles
H. tao and X. Lu. Smoky vehicle detection based on range filtering on three orthogonal
planes and motion orientation histogram. IEEE Access, 6:57180–57190, October 2018.
14. Detection of vehicles by UAVs
H. Zhang, C. Meng, P. guo, X. Ding, and Z. Li. Vehicle detection in UAV aerial video.
In Workshop on Planning, Perception and Navigation for Intelligent Vehicles (PPNIV),
pages 1–6, Madrid, Spain, October 2018. URL:
15. Detection of targets for unmanned aerial vehicle landing
Z. Li, C. Meng, F. Zhou, X. Ding, X. Wang, H. Zhang, P. Guo, and X. Meng. Fast
vision-based autonomous detection of moving cooperative target for unmanned aerial
vehicle landing. Journal of Field Robotics, 2018:1–15, October 2018. URL: http:
16. Vehicle detection
H. Tao and X. Lu. Smoky vehicle detection based on multi-scale block Tamura features.
Signal, Image and Video Processing, 12(6):1061–1068, September 2018. URL: http:
17. Fish tail beat frequency estimation
Y. Yildirym, B. Toreyin, S. Kucukali, B. Verep, D. Turan, and A. Alp. Image analysis
based fish tail beat frequency estimation for fishway efficiency. In European Signal
Processing Conference (EUSIPCO), pages 1790–1794, Roma, Italy, September 2018.
18. Surveillance of pumping units
T. Yu, J. Yang, and W. Lu. Background modeling with extracted dynamic pixels for
pumping unit surveillance. Mathematical Problems in Engineering, 2018:1–11, Septem-
ber 2018. URL:
19. Vehicle counting
X. Xiang, M. Zhai, N. Lv, and A. El Saddik. Vehicle counting based on vehicle detection
and tracking from aerial videos. Sensors, 18(8):1–17, August 2018. URL: http://doi.
20. Fish detection from low visibility underwater videos
V. Shevchenko, T. Eerola, and A. Kaarna. Fish detection from low visibility underwater
videos. In IEEE International Conference on Pattern Recognition (ICPR), pages 1971–
1976, Beijing, China, August 2018. URL:
21. Fall detection
W. Yan, J. Xie, P. Li, and T. Liu. Robust recognition algorithm for fall down behavior.
In Chinese Conference on Biometric Recognition, volume 10996 of Lecture Notes in
Computer Science, pages 662–668. Springer, 2018. URL:
22. Detection of smoky vehicles
Y. Cao, C. Lu, X. Lu, and X. Xia. A spatial pyramid pooling convolutional neural
network for smoky vehicle detection. In Chinese Control Conference (CCC), pages
9170–9175, Wuhan, China, July 2018. URL:
23. Rat cyborg automated navigation
Z. Zhang, Y. Yang, Z. Wu, and Q. Ma. A posture recognition system for rat cyborg
automated navigation. Chinese Journal of Electronics, 27(4):687–693, July 2018. URL:
24. Detection of abandoned objects
D. Shyam, A. Kot, and C. Athalye. Abandoned object detection using pixel-based finite
state machine and single shot multibox detector. In IEEE International Conference on
Multimedia and Expo (ICME), pages 1–6, San Diego, California, USA, July 2018. URL:
25. Detection of foreign substances detection algorithm for liquid in transparent glass bottles
R. Zhao, L. Liu, X. Chen, J. Song, and S. Jiang. Foreign substances detection algorithm
for liquid in transparent glass bottles based on the combination of guided filter and
visual background extractor. Journal of Electronic Imaging, 27(4), July 2018. URL:
26. Crisis management
S. Hetu, S. Gupta, V.-A. Vu, and G. Tan. A simulation framework for crisis management:
Design and use. Simulation Modelling Practice and Theory, 85:15–32, June 2018. URL:
27. Hyper-spectral video restoration
C. m. Tan, T. f. Xu, X. Ma, Y. h. Zhang, X. Wang, and G. Yan. Graph-spectral hyper-
spectral video restoration based on compressive sensing. Chinese Optics, 11(6):949–957,
2018. URL:
28. Ship detection
S. Chao, C. Enqing, and Q. Lin. Ship detection from infrared video. Opto-Electronic
Engineering, 45(6):170748:1–6, June 2018. URL:
29. Forest fire smoke detection
C. Lu, Y. Cao, X. Lu, M. Cai, and X. Feng. Moving target detection algorithm for forest
fire smoke recognition with improved ViBe. In International Conference on Information
System and Artificial Intelligence (ISAI), volume 1069, pages 1–7, Suzhou, China, June
2018. URL:
30. Action recognition
X. Ji, Z. Jin, J. Cao, and Y. Wang. Two-person interaction action recognition based on
multi-source information fusion algorithm. In International Conference on Information
Science and Technology (ICIST), pages 466–471, Cordoba, Granada, and Seville, Spain,
June-July 2018. URL:
31. Real-time key frame extraction
T. Shen, Z.-L. Sun, F.-Q. Han, and Y.-M. Wang. Real-time key frame extraction in
a low lighting condition. In International Symposium on Neural Networks, volume
10878 of Lecture Notes in Computer Science, pages 601–610. Springer, 2018. URL:
32. Vehicle detection
H. Tao and X. Lu. Smoky vehicle detection in surveillance video based on gray level co-
occurrence matrix. In International Conference on Digital Image Processing (ICDIP),
volume 10806 of Proceedings of SPIE. SPIE, May 2018. URL:
33. Vehicle detection
Q. Zhang, J. Zhao, J. Zhai, J. Zhang, and H. Cui. Smoke detection in video using
dissipation function and support vector machine. In International Conference on Digital
Image Processing (ICDIP), volume 10806 of Proceedings of SPIE. SPIE, May 2018.
34. Building replates
G. Chen, P. Sander, and D. Nehab. The replate. Proceedings of the ACM on Computer
Graphics and Interactive Techniques, 1(1):1–14, May 2018. URL:
35. Detection of protective equipment
O. Hatipoglu and A. Hocaoglu. Detection of personal protective equipment. In Signal
Processing and Communications Applications Conference (SIU), pages 1–4, May 2018.
36. Real-time fish animation generation
X. Meng, J. Pan, H. Qin, and P. Ge. Real-time fish animation generation by monocular
camera. Computers & Graphics, 71:55–65, April 2018. URL:
37. Transmission electron microscopy testing
K. Yano, S. Thomas, M. Swenson, Y. Lu, and J. Wharry. TEM in situ cube-corner in-
dentation analysis using ViBe motion detection algorithm. Journal of Nuclear Materials,
502:201–212, April 2018. URL:
38. Video summarization
P. Mishra and S. Sharma. Automatic variable length summarized video using motion of
object. In International Conference on Current Trends towards Converging Technologies
(ICCTCT), pages 1–6, Coimbatore, India, March 2018. URL:
39. Automatic helmet wearing detection
K. Li, X. Zhao, J. Bian, and M. Tan. Automatic safety helmet wearing detection. CoRR,
abs/1802.00264, February 2018. URL:
40. Anti-UAVs Surveillance System
Z. Li, T. Yang, J. Li, Z. Zhang, R. Liu, and B. Xie. Anti-UAVs surveillance system
based on ground random fisheye camera array. In International Conference on Image
and Graphics Processing (ICIGP), pages 138–142, Hong Kong, February 2018. URL:
41. Fish species recognition
X. sun, J. Shi, L. Liu, J. Dong, C. Plant, X. Wang, and H. Zhou. Transferring deep
knowledge for object recognition in low-quality underwater videos. Neurocomputing,
275:897–908, January 2018. URL:
42. Object tracking at crossroads
C.-H. Liu, L. Zhang, and H. Huang. Visualization of cross-view multi-object tracking for
surveillance videos in crossroad. Chinese Journal of Computers, 41(1):221–235, January
2018. URL:
43. Detection of pollutants and toxicants
D.-P. Hader and G. Erzinger. Daphniatox. In Bioassays, pages 221–240. Elsevier, 2018.
44. Tracking of vehicles
W. Min, M. Fan, X. Guo, and Q. Han. A new approach to track multiple vehicles
with the combination of robust detection and two classifiers. IEEE Transactions on
Intelligent Transportation Systems, 19(1):174–186, January 2018. URL: http://doi.
45. Fish species recognition
X. sun, J. Shi, L. Liu, J. Dong, C. Plant, X. Wang, and H. Zhou. Transferring deep
knowledge for object recognition in low-quality underwater videos. Neurocomputing,
275:897–908, January 2018. URL:
46. Estimation of the distance to an airbone object
D. Mikluc, M. Andric, S. Mitrovic, and B. Bondzulic. Improved method for passive
ranging based on surface estimation of an airborne object using an infrared image sensor.
Optica Applicata, XLVII(3):383–394, 2017. URL:
47. Pipeline for indoor person tracking
A. Chen, J. Fan, M. Biglari-Abhari, and K. Wang. A computationally efficient pipeline
for camera-based indoor person tracking. In International Conference on Image and
Vision Computing New Zealand (IVCNZ), pages 1–6, Christchurch, New Zealand, De-
cember 2017. URL:
48. Smoke detection
Q. Zhang, F. Liu, X. Li, and B. Li. Dissipation function and ViBe based smoke de-
tection in video. In International Conference on Multimedia and Image Processing
(ICMIP), pages 325–329, Wuhan, China, December 2017. URL:
49. Online multiple pedestrian tracking
Z. Wang, S. Yoon, and D. Park. Online adaptive multiple pedestrian tracking in monoc-
ular surveillance video. Neural Computing and Applications, 28(1):127–141, December
2017. URL:
50. Detection of moving vehicles from high definition satellite videos
J. Zhang, X. Jia, and J. Hu. Motion flow clustering for moving vehicle detection from
satellite high definition video. In Digital Image Computing: Techniques and Applications,
pages 1–7, Sydney, Australia, November-December 2017. URL:
51. Detection of smoke
B. Li, Q. Zhang, and C. Shi. Dissipation function and adaptive gradient reconstruction
based smoke detection in video. In SPIE LIDAR Imaging Detection and Target Recogni-
tion, Changchun, China, November 2017. URL:
52. Intrusion detection
C. Yan andd C. Wang, J. Du, H. Fang, Y. Wang, X. Xiang, and X. Guo. Intrusion
detection for engineering vehicles under the transmission line based on deep learning. In
IEEE International Conference on Software Engineering and Service Science (ICSESS),
pages 46–49, Beijing, China, November 2017. URL:
53. Detection of vehicles
S. Datondji. Wide-baseline Omnidirectional Stereovision for Intersection Monitoring.
PhD thesis, Normandie Université, France, November 2017. URL: https://tel.archives-ouvertes.
54. Estimation of the walk direction of pedestrians
R. Raman, P. Kuman, S. Bakshi, and B. Majhi. Kinesiology-inspired estimation of
pedestrian walk direction for smart surveillance. Future Generation Computer Systems,
online first:–, 2017. URL:
55. Detection of fish trajectories
C. Tian, Z. Huang, B. Xiong, J. Zhan, X. Shi, and C. Lin. Fish swimming 3D tra-
jectory reconstruction based on multi-view geometry. Journal Of Fisheries Of China,
41(10):1631–1637, 2017. URL: JournalofComputerApplications
56. Vehicle detection
L. Herle and P. Sharma. Vehicle detection and identification in an unconstrained en-
vironment. In Proceeding International conference on Recent Innovations is Signal
Processing and Embedded Systems, pages 66–69, Bhopal, India, October 2017. URL:
57. Gas leak detection
X. Zeng and L. Huang. Gas leak detection in infrared video with background modeling.
In Remote Sensing Image Processing, Geographic Information Systems, and Other Ap-
plications, volume 10611 of Proceedings of SPIE, pages 1–8. SPIE, October 2017. URL:
58. Gamifying object segmentation
S. Palazzo, C. Spampinato, and D. Giordano. Gamifying video object segmentation.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(10):1942–1958,
October 2017. URL:
59. Crowdedness measuring by video
Y. Kim, S. Park, and H. Kim. Crowdedness measuring system considering view angle
of CCTV camera. In International Conference on Information and Communication
Technology Convergence (ICTC), pages 1149–1152, Jeju Island, South Korea, October
2017. URL:
60. Identification of vehicles
Y. Liu, D. Xia, Q. Qiu, and D. Cai. Research on visual background extractor to identify
the vehicles based on edge similarity. International Journal of Wireless and Mobile
Computing, 13(1):8–14, 2017. URL:
61. Fire and smoke detection
X. Wu, X. Lu, and H. Leung. An adaptive threshold deep learning method for fire and
smoke detection. In IEEE International Conference on Systems, Man, and Cybernetics
(SMC), pages 1954–1959, Banff, Canada, October 2017. URL:
62. Vehicle detection
S. Peng. A vehicle detection algorithm based on improved ViBe and cascade classi-
fier. Modern Computer, 8:60–65, 2017. URL:
63. Crowd behavior understanding
L. Lu, J. He, Z. Xu, Y. Xu, C. Zhang, J. Wang, and J. Adu. Crowd behavior un-
derstanding through SIOF feature analysis. In IEEE International Conference on
Automation & Computing, Huddersfield, United Kingdom, September 2017. URL:
64. Human motion analysis
V. Golodov, A. Zavei-Boroda, S. Ivanov, and K. Nikolskaya. Development of a deep
learning neural network for human movements analysis. In Russia and Pacific Con-
ference on Computer Technology and Applications (RPC), pages 72–74, Vladivostok,
Russia, September 2017. URL:
65. Population density estimation
S. Liu, H. Lin, Y. Wang, H. Zhang, and J. Guo. Design of intensive population de-
tection and multi-exit evacuation algorithm based on open environment. In Interna-
tional Conference on Intelligent Human-Machine Systems and Cybernetics, pages 21–24,
Hangzhou, China, August 2017. URL:
66. Fall detection
H. Liu, D. Liu, X. sun, F. Wu, and W. Zeng. On-line fall detection via a boosted
cascade of hybrid features. In IEEE International Conference on Multimedia and Expo
Workshops (ICMEW), pages 249–254, Hong Kong, China, July 2017. URL: http:
67. Video compression
J. Zheng, T. Sun, X. Jiang, and P. He. Double H.264 compression detection scheme
based on prediction residual of background regions. In Intelligent Computing Theories
and Application, volume 10361 of Lecture Notes in Computer Science, pages 471–482.
Springer, 2017. URL:
68. Anomaly detection based on the pedestrian behavior
M. Shen, X. Jiang, and T. Sun. Anomaly detection by analyzing the pedestrian behavior
and the dynamic changes of behavior. In Intelligent Computing Theories and Applica-
tion, volume 10361 of Lecture Notes in Computer Science, pages 211–222. Springer,
2017. URL:
69. Video synopsis
K. Hui, K. Cheng, and Y. Zhang. The video synopsis based on the enhanced ViBe
algorithm. Journal of Shandong University (Engineering Science), 47(3):43–48, June
2017. URL:
70. Fish detection
V. Shevchenko. Fish detection for species recognition. Master’s thesis, Lappeenranta
University of Technology, 2017
71. Human interaction recognition
X. Ji, C. Wang, and Z. Ju. A new framework of human interaction recognition based
on multiple stage probability fusion. Applied Sciences, 7(6):1–16, June 2017. URL:
72. Real-time vehicle tracking
Y. Jin and J. Eriksson. Fully automatic, real-time vehicle tracking for surveillance
video. In Conference on Computer and Robot Vision (CRV), pages 147–154, Edmonton,
Alberta, May 2017. URL:
73. Camera self-calibration
G. Fuhr and C. Jung. Camera self-calibration based on non-linear optimization and ap-
plications in surveillance systems. IEEE Transactions on Circuits and Systems for Video
Technology, 27(5):1132–1142, May 2017. URL:
74. Fast pedestrian detection
G. Shu, Y. Ouyang, and B. Su. Fast pedestrian detection method for real-time analysis
of surveillance video. Application Research of Computers, 34(4):1257–1260, April 2017.
75. Human Detection for outdoor video surveillance
H.-K. Chen, X.-G. Zhao, S.-Y. Sun, and M. Tan. PLS-CCA Heterogeneous features
fusion-based low-resolution human detection method for outdoor video surveillance.
International Journal of Automation and Computing, 14(2):136–146, April 2017. URL:
76. Traffic analysis
W. d. Min, X. g. Guo, and Q. Han. An improved ViBe algorithm and its application in
traffic video processing. Optics and Precision Engineering, 25(3):806–811, March 2017.
77. Cloud-based moving object detection
R. Li anjd X. Pie, P. Wang, and C. Jin. Cloud-based moving object detection for
mobile devices. In Conference on Innovations in Clouds, Internet and Networks (ICIN),
pages 100–102, Paris, France, March 2017. URL:
78. Human action recognition
K. Xu, X. Jiang, and T. Sun. Two-stream dictionary learning architecture for ac-
tion recognition. IEEE Transactions on Circuits and Systems for Video Technology,
27(3):567–576, March 2017. URL:
79. Detection of vehicles in tunnels
Z. Qiming and M. ChengQian. A vehicle detection method in tunnel video based on
ViBe algorithm. In IEEE Advanced Information Technology, Electronic and Automation
Control Conference (IAEAC), pages 1545–1548, Chongqing, China, March 2017. URL:
80. Analysis of satellite videos
A. Xu, J. Wu, G. Zhang, S. Pan, T. Wang, Y. Jang, and X. Shen. Motion detection
in satellite video. Journal of Remote Sensing & GIS, 6(2):1–9, March 2017. URL:
81. Detection of vehicles
C. Pan, Z. Zhu, L. Jiang, M. Wang, and X. Lu. Adaptive ViBe background model for
vehicle detection. In IEEE Advanced Information Technology, Electronic and Automa-
tion Control Conference (IAEAC), pages 1301–1305, Chongqing, China, March 2017.
82. Video surveillance synopsis
Y. He, C. Gao, N. Sang, Z. Qu, and J. Han. Graph coloring based surveillance video
synopsis. Neurocomputing, 225:64–79, February 2017. URL:
83. Intelligent monitoring
J. Xia, Z. Liu, and G. Han. System of intelligent monitoring and motion detection based
on the Linux platform. Electronic Measurement Technology, 40(3):173–176,191, 2017.
84. Generation of video tubes (synopsis)
Y. He, Z. Qu, C. Gao, and N. Sang. Fast online video synopsis based on potential
collision graph. IEEE Signal Processing Letters, 24(1):22–26, January 2017. URL:
85. Detection of fishes
C. Tian and Z. Huang. A real-time trajectory tracking algorithm of fishes. Informa-
tion & Communications, 1:47–50, January 2017. URL:
86. Remote real-time surveillance security system for intruder detection (ARM implemen-
J. Landa, C. Jun, and M. Jun. Implementation of a remote real-time surveillance secu-
rity system for intruder detection. In International Conference on Measuring Technology
and Mechatronics Automation (ICMTMA), pages 102–105, Changsha, Hunan, China,
January 2017. URL:
87. Videosurveillance
S. Liu, G. Wang, J. Li, X. Li, and M. Fang. Embedded video abstraction and design of
intelligent video surveillance system. Journal of Changchun University of Science and
Technology, 40(1):119–122,126, 2017. URL:
88. Video-based traffic monitoring
D. Del Carmen and R. Cajote. Moving shadow detection and removal for video-based
traffic monitoring. In Asia-Pacific Signal and Information Processing Association An-
nual Summit and Conference (APSIPA), pages 1–7, Jeju, Korea, December 2016. URL:
89. Detection of abandoned objects
H. Ma, T. Zhao, J. Li, and W. Qian. Abandoned object detection based on tachograph
videos. In Internationl Computer Symposium (ICS), pages 279–284, Chiayi, Taiwan,
December 2016. URL:
90. Fast detection of micro-organisms
F. Zhou, Z. Lu, J. Liu, Y. Xia, and X. Wei. Low-cost prioritization of microorganism
image data in wireless visual sensor network. In Internationl Computer Symposium
(ICS), pages 685–689, Chiayi, Taiwan, December 2016. URL:
91. Target handover for non-overlapping cameras
X. Huang, B. h. Huang, and X. m. Xiong. Target handover based on improved ORB
algorithm on non-overlapping cameras. Chinese Journal of Liquid Crystals and Displays,
8:810–817, 2016. URL:
92. Real time multi-object tracking
A. Benamara, S. Miguet, and M. Scuturici. Real-time multi-object tracking with occlu-
sion and stationary objects handling for conveying systems. In International Sym-
posium on Visual Computing (ISVC), volume 10072 of Lecture Notes in Computer
Science, pages 136–145. Springer, December 2016. URL:
93. Gesture segmentation and recognition
X. Wang. A study on gesture segmentation technology and recognition. International
Journal of Simulation, 17(45):1–6, 2016
94. Detection and Tracking of Vehicles
M. Wang, L. Jiang, W. Lu, and Q. Ma. Detection and tracking of vehicles based on video
and 2D radar information. In International Conference on Intelligent Transportation,
volume 53 of Smart Innovation, Systems and Technologies, pages 205–214. Springer,
December 2016. URL:
95. Traffic flow detection
L. Gan and R. Li. Multilane traffic flow detection based on adaptive virtual loop
algorithm. Journal of Computer Applications, 36(11), November 2016. URL: http:
96. Defogging
J.-M. Guo, J.-Y. Syue, V. Radzicki, and H. Lee. Fusion-based and flicker free defogging.
In International Telemetering Conference, volume 52, pages 1–10, Glendale, Arizona,
USA, November 2016. URL:
97. Traffic flow analysis at crossroads
S. Datondji, Y. Dupuis, P. Subirats, and P. Vasseur. Rotation and translation estima-
tion for a wide baseline fisheye-stereo at crossroads based on traffic flow analysis. In
IEEE Intelligent Transportation Systems Conference (ITSC), pages 1534–1539, Rio de
Janeiro, Brazil, November 2016. URL:
98. Segmentation of encrypted video streams
X. Jin, Y. Wu, X. Li, Y. Li, G. Zhao, and K. Guo. PPViBe: Privacy preserving back-
ground extractor via secret sharing in multiple cloud servers. In International Confer-
ence on Wireless Communications & Signal Processing (WCSP), pages 1–5, Yangzhou,
China, October 2016. URL:
99. Vehicle detection
J. Liu, Q. Chen, and C. Zhang. Vehicle recognition using ViBe and SVM. Computer
Science & Engineering: An International Journal (CSEIJ), 6(4):21–29, August 2016.
100. Anomalous behavior detection in crowded scenes
M. Yang, S. Rajasegarar, A. Rao, C. Leckie, and M. Palaniswami. Anomalous behavior
detection in crowded scenes using clustering and spatio-temporal features. In Interna-
tional Conference on Intelligent Information Processing, volume 486 of IFIP Advances
in Information and Communication Technology (IFIPAICT), pages 132–141. Springer,
2016. URL:
101. Detection of anomalous events
D. Xu, Y. Yan, E. Ricci, and N. Sebe. Detecting anomalous events in videos by learning
deep representations of appearance and motion. Computer Vision and Image Under-
standing, 156:117–127, March 2017. URL:
102. Detection of forest fires
M. Cai, X. Lu, X. Mu, and Y. Feng. Intelligent video analysis-based forest fires smoke de-
tection algorithms. In International Conference on Natural Computation, Fuzzy Systems
and Knowledge Discovery (ICNC-FSKD), pages 1504–1508, Changsha, China, August
2016. URL:
103. Ergonomics
J. Seo. Evaluation of construction workers’ physical demands through computer vision-
based kinematic data collection and analysis. PhD thesis, University of Michigan, 2016
104. Fall detection
S. Wang, L. Chen, Z. Zhou, X. Sun, and J. Dong. Human fall detection in surveil-
lance video based on PCANet. Multimedia Tools and Applications, 75(19):11603–11613,
October 2016. URL:
105. Human pose estimation
H.-C. Chang. A human pose estimated method based on a deep convolutional neu-
ral network. Master’s thesis, National Taiwan University of Science and Technol-
ogy, 2016. URL:
106. Detection of bats and birds
N. Scholtz, J. Moll, M. Malze, K. Nagovitsyn, and V. Krozer. Random bounce algo-
rithm: real-time image processing for the detection of bats and birds. Signal, Image and
Video Processing, 10(8):1449–1456, November 2016. URL:
107. Hardware for the detection of targets
Y. Qi. Video target detection based on the S3C6410 processor. Computer and Digital
Engineering, 7:1338–1342, July 2016. URL:
108. Detection of vehicles
Y. Zhang, C. Zhao, A. Chen, and X. Qi. Vehicle detection in urban traffic scenes
using the Pixel-Based Adaptive Segmenter with Confidence Measurement. Journal of
Intelligent & Fuzzy Systems, 31(3):1609–1620, August 2016. URL:
109. Tracking of objects in celestial images
Z. Lei, M. Wang, T. Lei, and L. Deren. Tracking moving weak objects in celestial image
sequences. IEEE Transactions on Aerospace and Electronic Systems, 52(3):1257–1266,
June 2016. URL:
110. Gait detection
D. Shi, X. Li, and X. Shi. Gait detection based on ViBe background subtraction. Journal
of Changchun University of Technology (Natural Science Edition), 37(37):241–245, 2016.
111. Detection of pedestrians
C. c. Qiu, T. Wang, H. s. Cheng, and M. Cao. Pedestrian detection based on an improved
ViBe algorithm. Information Technology, 3:6–9,14, 2016. URL:
112. Detection of multiple pedestrians
C. h. Pak, Y. l. Pan, H. Zhao, and H. b. Zhu. Multi-pedestrian detection approach based
on improved ViBe algorithm. Journal of Northeastern University (Natural Science),
37(4):481–485, April 2016. URL:
113. Prediction of human orientation in visual surveillance
R. Ramand, P. Sa, and B. Majhi. Direction prediction for avoiding occlusion in visual
surveillance. Innovations in Systems and Software Engineering, 12(3):201–214, Septem-
ber 2016. URL:
114. Intelligent video monitoring system
H. Fang, A. Li, and T. Wang. Design and realization of a DM6437-based intelligent
video monitoring system. Computer Applications and Software, 33(2):192–196, February
2016. URL:
115. Tracking users at road intersections
J.-P. Jodoin, G.-A. Bilodeau, and N. Saunier. Tracking all road users at multimodal
urban traffic intersections. IEEE Transactions on Intelligent Transportation Systems,
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116. Shot scale distribution in art films
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