Real Time Object Tracking Based on Inter-frame Coding: A Review

05/17/2014
by   Shraddha Mehta, et al.
0

Inter-frame Coding plays significant role for video Compression and Computer Vision. Computer vision systems have been incorporated in many real life applications (e.g. surveillance systems, medical imaging, robot navigation and identity verification systems). Object tracking is a key computer vision topic, which aims at detecting the position of a moving object from a video sequence. The application of Inter-frame Coding for low frame rate video, as well as for low resolution video. Various methods based on Top-down approach just like kernel based or mean shift technique are used to track the object for video, So, Inter-frame Coding algorithms are widely adopted by video coding standards, mainly due to their simplicity and good distortion performance for object tracking.

READ FULL TEXT

page 1

page 2

page 3

research
10/11/2021

Multiple Object Trackers in OpenCV: A Benchmark

Object tracking is one of the most important and fundamental disciplines...
research
10/22/2019

Recent Advances on HEVC Inter-frame Coding: From Optimization to Implementation and Beyond

High Efficiency Video Coding (HEVC) has doubled the video compression ra...
research
05/22/2022

Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey

Multi-object tracking (MOT) aims to associate target objects across vide...
research
08/15/2022

Automatic Controlling Fish Feeding Machine using Feature Extraction of Nutriment and Ripple Behavior

Controlling fish feeding machine is challenging problem because experien...
research
03/24/2015

Fast keypoint detection in video sequences

A number of computer vision tasks exploit a succinct representation of t...
research
10/09/2018

Detecting object region and working state of aerator based on computer vision and machine learning

Aerator plays an important role in the regulation of dissolved oxygen in...
research
02/02/2021

Human-Machine Collaborative Video Coding Through Cuboidal Partitioning

Video coding algorithms encode and decode an entire video frame while fe...

Please sign up or login with your details

Forgot password? Click here to reset