NDLI: Low Complexity Video Encoding and High Complexity Decoding for UAV Reconnaissance and Surveillance

Content Provider	IEEE Xplore Digital Library
Author	Bhaskaranand, M. Gibson, J.D.
Copyright Year	2013
Description	Author affiliation: Dept. of Electr. & Comput. Eng., Univ. of California, Santa Barbara, Santa Barbara, CA, USA (Bhaskaranand, M.; Gibson, J.D.)
Abstract	Conventional video compression schemes such as H.264/AVC use a high complexity encoder with block motion estimation (ME) and a low complexity, low latency decoder. However, unmanned aerial vehicle (UAV) reconnaissance and surveillance applications require low complexity encoders but can accommodate high complexity decoders. Moreover, the video sequences in these applications often primarily have global motion due to the known movement of the UAV and camera mounts. Motivated by this scenario, we propose and investigate a low complexity encoder with global motion based frame prediction and no block ME. For fly-over videos, our encoder achieves more than a 40% bit rate savings over a H.264 encoder with ME block size restricted to 8 × 8 and at lower complexity. We also develop a high complexity decoder based on Kalman filtering along motion trajectories and show average PSNR improvements of up to 0.5 dB with respect to a classic low complexity decoder.
Starting Page	163
Ending Page	170
File Size	374191
Page Count	8
File Format	PDF
e-ISBN	9781479921713
DOI	10.1109/ISM.2013.34
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-12-09
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Complexity theory Decoding Mathematical model Transforms Memory management Kalman filters Equations
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Low-complexity video encoding for UAV reconnaissance and surveillance

Low-complexity and high-efficiency background modeling for surveillance video coding

Adaptive low complexity colour transform for video coding

Rate estimation for CABAC with low complexity

Gamma Codes: A low-overhead linear-complexity network coding solution

Partially-regular LDPC codes with linear encoding complexity and improved thresholds

Tiles for managing computational complexity of video encoding and decoding

Low complexity downsizer H.264 decoder

A novel parallel encoding framework for scalable video coding

Low Complexity Video Encoding and High Complexity Decoding for UAV Reconnaissance and Surveillance

Similar Documents

Low-complexity video encoding for UAV reconnaissance and surveillance

Low-complexity and high-efficiency background modeling for surveillance video coding

Adaptive low complexity colour transform for video coding

Rate estimation for CABAC with low complexity

Gamma Codes: A low-overhead linear-complexity network coding solution

Partially-regular LDPC codes with linear encoding complexity and improved thresholds

Tiles for managing computational complexity of video encoding and decoding

Low complexity downsizer H.264 decoder

A novel parallel encoding framework for scalable video coding

Low Complexity Video Encoding and High Complexity Decoding for UAV Reconnaissance and Surveillance