Domain independent static video summarization using sparse autoencoders and K-means clustering

Domain independent redundancy elimination based on flow vectors for static video summarization

Heliyon ◽

10.1016/j.heliyon.2019.e02699 ◽

2019 ◽

Vol 5 (10) ◽

pp. e02699 ◽

Author(s):

Jesna Mohan ◽

Madhu S. Nair

Keyword(s):

Video Summarization ◽

Redundancy Elimination ◽

Flow Vectors ◽

Domain Independent ◽

Static video summarization using multi-CNN with sparse autoencoder and random forest classifier

Signal Image and Video Processing ◽

10.1007/s11760-020-01791-4 ◽

2020 ◽

Author(s):

Madhu S. Nair ◽

Jesna Mohan

Keyword(s):

Random Forest ◽

Video Summarization ◽

Random Forest Classifier ◽

Sparse Autoencoder ◽

Advanced Concepts for Intelligent Vision Systems - Lecture Notes in Computer Science ◽

A Domain Independent Approach to Video Summarization

10.1007/978-3-319-70353-4_37 ◽

2017 ◽

pp. 431-442

Author(s):

Amanda Dash ◽

Alexandra Branzan Albu

Keyword(s):

Video Summarization ◽

Domain Independent

Lecture Notes in Electrical Engineering - Advances in Electrical and Computer Technologies ◽

Domain-Independent Video Summarization Based on Transfer Learning Using Convolutional Neural Network

10.1007/978-981-15-5558-9_40 ◽

2020 ◽

pp. 435-452

Author(s):

Jesna Mohan ◽

Madhu S. Nair

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Video Summarization ◽

Domain Independent

Lecture Notes in Electrical Engineering - Applications of Artificial Intelligence and Machine Learning ◽

Static Video Summarization: A Comparative Study of Clustering-Based Techniques

10.1007/978-981-16-3067-5_26 ◽

2021 ◽

pp. 347-364

Author(s):

Deeksha Gupta ◽

Akashdeep Sharma ◽

Pavit Kaur ◽

Ritika Gupta

Keyword(s):

Comparative Study ◽

Video Summarization ◽

Static Video Summarization through Optimum-Path Forest Clustering

Advanced Information Systems Engineering - Lecture Notes in Computer Science ◽

10.1007/978-3-319-12568-8_108 ◽

2014 ◽

pp. 893-900 ◽

Author(s):

G. B. Martins ◽

L. C. S. Afonso ◽

D. Osaku ◽

Jurandy Almeida ◽

J. P. Papa

Keyword(s):

Video Summarization ◽

Optimum Path ◽

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

A Static Video Summarization Method Based on Hierarchical Clustering

10.1007/978-3-642-16687-7_11 ◽

2010 ◽

pp. 46-54 ◽

Cited By ~ 4

Author(s):

Silvio Jamil F. Guimarães ◽

Willer Gomes

Keyword(s):

Hierarchical Clustering ◽

Video Summarization ◽

Summarization Method ◽

2015 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES) ◽

Enhancement of perceptual quality in static video summarization using minimal spanning tree approach

10.1109/spices.2015.7091401 ◽

2015 ◽

Cited By ~ 3

Author(s):

Hrishikesh Bhaumik ◽

Siddhartha Bhattacharyya ◽

Moumita Das ◽

Susanta Chakraborty

Keyword(s):

Spanning Tree ◽

Video Summarization ◽

Perceptual Quality ◽

Minimal Spanning Tree ◽

Static Video Summarization ◽

Tree Approach

A fast and effective method for static video summarization on compressed domain

IEEE Latin America Transactions ◽

10.1109/tla.2016.7795828 ◽

2016 ◽

Vol 14 (11) ◽

pp. 4554-4559 ◽

Author(s):

A.C. Hernandez ◽

M.C. Hernandez ◽

F.G. Ugalde ◽

M.N. Miyatake ◽

H.P. Meana

Keyword(s):

Video Summarization ◽

Compressed Domain ◽

GPUs and Multicore CPUs Implementations of a Static Video Summarization

Advanced Information Systems Engineering - Lecture Notes in Computer Science ◽

10.1007/978-3-319-12568-8_116 ◽

2014 ◽

pp. 956-964 ◽

Author(s):

Suellen S. Almeida ◽

Edward Cayllahua-Cahuina ◽

Arnaldo de A. Araújo ◽

Guillermo Cámara-Chávez ◽

David Menotti

Keyword(s):

Video Summarization ◽

Static Video Summarization ◽

Multicore Cpus