Tracking Ships from Fast Moving Camera through Image Registration - Semantic Scholar

Abstract

This paper presents an algorithm that detects and tracks marine vessels in video taken by a nonstationary camera installed on an untethered buoy. The video is characterized by large inter-frame motion of the camera, cluttered background, and presence of compression artifacts. Our approach performs segmentation of ships in individual frames processed with a… (More)

DOI: 10.1109/ICPR.2010.854

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2 Figures and Tables

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Citations per Year

Citation Velocity: 9

Averaging 9 citations per year over the last 3 years.

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Cited By

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Video Processing From Electro-Optical Sensors for Object Detection and Tracking in a Maritime Environment: A Survey

Dilip K. Prasad, Deepu Rajan, Lily Rachmawati, Eshan Rajabally, Chai Quek
IEEE Transactions on Intelligent Transportation…
2017

A Survey on Video Detection and Tracking of Maritime Vessels

Rodrigo Da Silva Moreira, Francisco Favilla Ebecken, Alexandre Soares Alves
2014

Enhancing Automatic Maritime Surveillance Systems With Visual Information

Domenico D. Bloisi, Fabio Previtali, Andrea Pennisi, Daniele Nardi, Michele Fiorini
IEEE Transactions on Intelligent Transportation…
2017

Optical Target Recognition for Drone Ships

M. Fiorini
2017

MSCM-LiFe: Multi-scale cross modal linear feature for horizon detection in maritime images

Dilip K. Prasad, Deepu Rajan, C. Krishna Prasath, Lily Rachmawati, Eshan Rajabally, Hiok Chai Quek
2016 IEEE Region 10 Conference (TENCON)
2016

Context modeling combined with motion analysis for moving ship detection in port surveillance

Xinfeng Bao, Solmaz Javanbakhti, Svitlana Zinger, Rob G. J. Wijnhoven, Peter H. N. de With
J. Electronic Imaging
2013

Detection and tracking of moving objects in a maritime environment using level set with shape priors

Duncan Frost, Jules-Raymond Tapamo
EURASIP J. Image and Video Processing
2013

Robust Moving Ship Detection Using Context-based Motion Analysis and Occlusion Handling

Xinfeng Baoa, Svitlana Zingera, Rob Wijnhovenb, Peter H. N. de Witha
2013

Ship Detection in Port Surveillance based on Context and Motion Saliency Analysis

Xinfeng Baoa, Svitlana Zingera, Rob Wijnhovenb, Peter H.N. de Witha
2013

Vessel detection in video with dynamic maritime background

Michael T. Chan, Christopher Weed
2012 IEEE Applied Imagery Pattern Recognition…
2012

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References

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Showing 1-10 of 16 references

Automatic Geo-Registration for Port Surveillance

Xiaochun Cao, Lin Wu, +4 authors Niels Haering
IJPRAI
2010

Argos - a Video Surveillance System for boat Traffic Monitoring in Venice

H. Wei, H. Nguyen, P. Ramu, C. Raju, X. Liu, J. Yadegar
Proceedings of SPIE, 7306:73061N
2009

Framework for Performance Evaluation of Face, Text, and Vehicle Detection and Tracking in Video: Data, Metrics, and Protocol

Rangachar Kasturi, Dmitry B. Goldgof, +6 authors Jing Zhang
IEEE Transactions on Pattern Analysis and Machine…
2009

Detection and tracking of marine vehicles in video

Sergiy Fefilatyev, Dmitry B. Goldgof
2008 19th International Conference on Pattern…
2008

Tlreshold Selection Method from Gray-Level Histograms

NOBUYUKI OTSU
2008

Visual surveillance in maritime port facilities

Mikel D. Rodriguez, Mubarak Shah
Visual Information Processing
2008

Document Image Analysis

Lawrence O’Gorman, Rangachar Kasturi
2007

Water video analysis

Lisa Spencer, Mubarak Shah
2004 International Conference on Image Processing…
2004

Background models for tracking objects in water

Vitaly Ablavsky
ICIP
2003

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