This volume links the concept of granular computing using deep learning and the Internet of Things to object tracking for video analysis. It describes how uncertainties, involved in the task of video processing, could be handled in rough set theoretic granular computing frameworks. Issues such as object tracking from videos in constrained situations, occlusion/overlapping handling, measuring of the reliability of tracking methods, object recognition and linguistic interpretation in video scenes, and event prediction from videos, are the addressed in this volume. The book also looks at ways to reduce data dependency in the context of unsupervised (without manual interaction/ labeled data/ prior information) training.

This book may be used both as a textbook and reference book for graduate students and researchers in computer science, electrical engineering, system science, data science, and information technology, and is recommended for both students and practitioners working in computer vision, machine learning, video analytics, image analytics, artificial intelligence, system design, rough set theory, granular computing, and soft computing.

About the Author

Debarati B Chakraborty is a young faculty associate in the Department of Computer Science and Engineering at Indian Institute of technology, Jodhpur, India. She obtained her PhD from Jadavpur University, Kolkata, India in 2017, M. Tech from National Institute of Technology, Rourkela in 2010 and B. Tech from West Bengal University of Technology in 2008. She has conducted research work towards her PhD at the Center for Soft Computing Research in Indian Statistical Institute from 2011–2017. She carried out her post-doctoral research at the same institute from 2017–2019. Her research interests include video processing, rough sets, granular computing, soft computing, artificial intelligence, machine learning, deep learning, and the Internet of Things. She received the prestigious young scientist award by Indian Science Congress Association in 2012.

Sankar K Pal is currently a National Science Chair, SERB-DST, Government of India. He is a Distinguished Scientist and former Director of the Indian Statistical Institute, a former INSA-Distinguished Professor, and a former INAE-Chair Professor. He founded the Machine Intelligence Unit and the Center for Soft Computing Research in the Institute in Calcutta. He received his PhD in Radio Physics and Electronics from Calcutta University in 1979, and another PhD in Electrical Engineering along with DIC from Imperial College, London in 1982.

He worked at the UC, Berkeley and the UMD, College Park in 1986–87; the JSC, Houston, TX in 1990–94; and in the US Naval Research Laboratory, Washington DC in 2004. Since 1997, he is a Distinguished Visitor of IEEE Computer Society, and has held several visiting positions in Italy, Poland, Hong Kong and Australia.

Prof. Pal is a Fellow of IEEE, TWAS, IAPR, IFSA, IRSS, and all four National Academies for Science/Engineering in India. He is a co-author of twenty books and 400+ research publications in the areas of pattern recognition, machine learning, image/video processing, data mining, web intelligence, soft computing, bioinformatics, and cognitive machines.

His major awards/honors include: S S Bhatnagar Prize, Padma Shri by the President of India, Khwarizmi International Award from the President of Iran, NASA Tech Brief Award (USA), Jawaharlal Nehru Fellowship, IEEE-Neural Networks Outstanding Paper Award, G D Birla Award, Om Bhasin Award, FICCI Award, ISC-P C Mahalanobis Birth Centenary Gold Medal from the Prime Minister of India, J C Bose National Fellowship, INAE-S N Mitra Award, INSA-Jawaharlal Nehru Birth Centenary Lecture, INSA Distinguished Professorial Chair, and National Science Chair, Govt. of India.

He serves (ed) on the editorial boards of 20 journals including several IEEE Transactions. He has visited 45 countries as a keynote/invited speaker/academic visitor.

"About this title" may belong to another edition of this title.

Store Description

Australian Book seller. Wide variety of fiction and non-fiction books. Ships from Australia, USA or India

Visit Seller's Storefront

Seller's business information

sadia zaki
21, harriet court, Salisbury Plain, SA, 5107, Australia

Sale & Shipping Terms

Terms of Sale

Ships from Australia , USA and India

Right of cancellation

If you are a consumer you can cancel the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.

INFORMATION REGARDING THE RIGHT OF CANCELLATION

Statutory Right to cancel

You have the right to cancel this contract within 14 days without giving any reason.

The cancellation period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the the last good or the last lot or piece.

To exercise the right to cancel, you must inform us, NEWBOOKSHOP, 21 Harriet Ct, 5109, Salisbury Plain, South Australia, Australia, +61 0405047450, of your decision to cancel this contract by a clear statement (e.g. a letter sent by post, fax or e-mail). You may use the attached model cancellation form, but it is not obligatory. You can also electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". If you use this option, we will communicate to you an acknowledgement of receipt of such a cancellation on a durable medium (e.g. by e-mail) without delay.

To meet the cancellation deadline, it is sufficient for you to send your communication concerning your exercise of the right to cancel before the cancellation period has expired.

Effects of cancellation

If you cancel this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).

We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.

We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to cancel with contract.

We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.

We may withhold reimbursement until we have received the goods back or you have supplied evidence of having sent back the goods, whichever is the earliest.

You shall send back the goods or hand them over to us or NEWBOOKSHOP, 21 Harriet Ct, 5109, Salisbury Plain, South Australia, Australia, +61 0405047450, without undue delay and in any event not later than 14 days from the day on which you communicate your cancellation from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.

Exceptions to the right of cancellation

The right of cancellation does not apply to:

the delivery of newspapers, journals or magazines with the exception of subscription contracts; and
the supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not cancel it once delivery had started.

Model withdrawal form

(complete and return this form only if you wish to withdraw from the contract)

To: (NEWBOOKSHOP, 21 Harriet Ct, 5109, Salisbury Plain, South Australia, Australia, +61 0405047450)

I/We (*) hereby give notice that I/We (*) withdraw from my/our (*) contract of sale of the following goods (*)/for the provision of the following goods (*)/for the provision of the following service (*),

Ordered on (*)/received on (*)

Name of consumer(s)

Address of consumer(s)

Signature of consumer(s) (only if this form is notified on paper)

Date

* Delete as appropriate.

Shipping Terms

Shipping rates are for 1 KG book. For heavy items additional charges may be requested

Shipping rates from Australia to U.S.A.

Shipping rates from Australia to U.S.A.
Order quantity	4 to 13 business days	3 to 6 business days
First item	� 0.00	� 10.97

Delivery times are set by sellers and vary by carrier and location. Orders passing through Customs may face delays and buyers are responsible for any associated duties or fees. Sellers may contact you regarding additional charges to cover any increased costs to ship your items.