Video abstraction using density-based clustering algorithm

QR Code

Video abstraction using density-based clustering algorithm

The exponential growth in the number of surveillance videos makes the search and retrieval of their contents an extensive, time-consuming, and tedious task. Video abstraction is a general solution to alleviate this problem by generating a short and concise version of the original video. The existing...

Full description

Bibliographic Details
Main Authors:	Chamasemani, Fereshteh Falah, Affendey, Lilly Suriani, Mustapha, Norwati, Khalid, Fatimah
Format:	Article
Language:	English
Published:	Springer Verlagservice@springer.de 2017
Online Access:	http://psasir.upm.edu.my/id/eprint/74402/ http://psasir.upm.edu.my/id/eprint/74402/1/74402.pdf

Similar Items

A study on surveillance video abstraction techniques
by: Chamasemani, Fereshteh Falah, et al.
Published: (2015)

Speeded up surveillance video indexing and retrieval using abstraction
by: Chamasemani, Fereshteh Falah, et al.
Published: (2017)

Surveillance video retrieval using effective matching techniques
by: Chamasemani, Fereshteh Falah, et al.
Published: (2018)

Automatic video annotation framework using concept detectors
by: Chamasemani, Fereshteh Falah, et al.
Published: (2015)

Object detection and representation method for surveillance video indexing
by: Chamasemani, Fereshteh Falah, et al.
Published: (2015)

Systematic review and classification of video surveillance systems.
by: Chamasemani, Fereshteh Falah, et al.
Published: (2013)

Video concept detection using Hadoop MapReduce framework
by: Affendey, Lilly Suriani, et al.
Published: (2014)

Impact of mobile context-aware applications on human computer interaction
by: Chamasemani, Fereshteh Falah, et al.
Published: (2014)

A crowd video retrieval framework using generic descriptors
by: Wong, Pei Voon, et al.
Published: (2020)

A new clustering approach for group detection in scene-independent dense crowds
by: Wong, Pei Voon, et al.
Published: (2016)

Concept-based video retrieval system using integration of similarity measures
by: Affendey, Lilly Suriani, et al.
Published: (2012)

An integrated semantic-based approach in concept based video retrieval
by: Memar, Sara, et al.
Published: (2013)

Data Modeling and Hybrid Query for Video Database
by: Affendey, Lilly Suriani
Published: (2006)

Combination of semantic word similarity metrics in video retrieval
by: Memar, Sara, et al.
Published: (2011)

Evaluating integrated weight linear method to class imbalanced learning in video data
by: Mohd Apandi, Ziti Fariha, et al.
Published: (2011)

Hybrid query for video database system
by: Affendey, Lilly Suriani, et al.
Published: (2008)

Collective interaction filtering approach for detection of group in diverse crowded scenes
by: Wong, Pei Voon, et al.
Published: (2019)

Crowd behavior classification based on generic descriptors
by: Wong, Pei Voon, et al.
Published: (2019)

Advances in document clustering with evolutionary-based algorithms
by: Makki, Sarmad, et al.
Published: (2015)

Content-based image retrieval using transfer learning and vector database
by: Shuo, Li, et al.
Published: (2022)

An online density-based clustering algorithm for data stream based on local optimal radius and cluster pruning
by: Islam, Md Kamrul
Published: (2019)

Visual analytics for governance and informed decision making: an overview for land use land cover change management
by: Affendey, Lilly Suriani, et al.
Published: (2019)

Cluster Evaluation of Density Based Subspace Clustering
by: Sembiring, Rahmat Widia, et al.
Published: (2010)

DBCAMM: A novel density based clustering algorithm via using the Mahalanobis metric
by: Ren, Yan, et al.
Published: (2012)

Hybrid query for video database system
by: Affendey, Lilly Suriani, et al.
Published: (2008)

A review: accuracy optimization in clustering ensembles using genetic algorithms
by: Ghaemi, Reza, et al.
Published: (2011)

Attribute reduction based scheduling algorithm with enhanced hybrid genetic algorithm and particle swarm optimization for optimal device selection
by: Nwogbaga, Nweso Emmanuel, et al.
Published: (2022)

Expectation maximization clustering algorithm for user modeling in web usage mining system
by: Mustapha, Norwati, et al.
Published: (2009)

Instance based matching using regular expression
by: Mehdi, Osama A., et al.
Published: (2012)

Removal of high density salt and pepper noise from image and video based on optimal decision based algorithm
by: Khammar, Mohammad Reza, et al.
Published: (2014)

Connectivity based stream clustering using localised density exemplars
by: Luhr, Sebastian, et al.
Published: (2008)

High level semantic concept retrieval using a hybrid similarity method
by: Kouchehbagh, Sara Memar, et al.
Published: (2012)

Profiling digital news portal based on manipulative writing using fuzzy logic
by: Che Eembi @ Jamil, Normala, et al.
Published: (2015)

Data visualization for agricultural data: benefits and challenges
by: Sidi, Fatimah, et al.
Published: (2017)

A skyline query processing approach over interval uncertain data stream with K-means clustering technique
by: Dzolkhifli, Zarina, et al.
Published: (2019)

Comparison of expectation maximization and K-means clustering algorithms with ensemble classifier model
by: Sulaiman, Md. Nasir, et al.
Published: (2018)

Interactive Evolutionary Computation and Density- based Clustering for Data Analysis
by: Teh, Chee Siong, et al.
Published: (2007)

CC_TRS: continuous clustering of trajectory stream data based on micro cluster life
by: Abdulrazzaq, Musaab Riyadh, et al.
Published: (2017)

Genetic algorithm-based clustering ensemble: determination number of clusters
by: Mohammadi, M., et al.
Published: (2010)

Data stream clustering by divide and conquer approach based on vector model
by: Khalilian, Madjid, et al.
Published: (2016)