OBJECT DETECTION AND TRACKING ALGORITHM FOR LOW VISION VIDEO
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 5
Abstract
We propose a general framework for Object Recognition into regions and objects. In this framework, the detection and recognition of objects proceed simultaneously with image segmentation in a competitive and cooperative manner .Videos are a collection of sequential images with a constant time interval. So video can provide more information about our object when scenarios are changing with respect to time. Therefore, manually handling videos are quite impossible. So we need an automated devise to process these videos. Object tracking is a process of segmenting a region of interest from a video scene and keeping track of its motion ,position and occlusion. The tracking is performed by monitoring objects’ spatial and temporal changes during a video sequence, including its presence, position, size, shape, etc. Object tracking is used in several applications such as video surveillance, robot vision, traffic monitoring, Video inpainting and Animation. Also, tracking of an object mainly involves two preceding steps object detection and object representation. Object detection is performed to check existence of objects in video and to precisely locate that object. The detected object fall into various categories such as humans, vehicles, birds, floating clouds, swaying tree and other moving objects.
Authors and Affiliations
Mamta A. Baitule
Keywords
Related Articles
- EP ID EP149106
- DOI 10.5281/zenodo.51857
- Views 63
- Downloads 0
PARAMETRIC OPTIMIZATION FOR IMPROVING THE PERFORMANCE OF SINGLE SLOPE SOLAR STILL THROUGH EXPERIMENTAL STUDIES
An attempt is made to improve the performance of single slope solar still for the production of fresh water in this study. The prime aim is to experimentally investigate the influence of control factors namely ston...
COMPARISON OF SLIDING MODE AND PROPORTIONAL INTEGRAL CONTROL FOR BRUSHLESS DC MOTOR
This paper will compare properties of Sliding Mode Controlled (SMC) and classical Proportional Integral (PI) controlled brushless DC motor (BLDC) in applications. It is the simple strategy required to achieve...
NONLINERA COUPLING ANALYSIS FOR HYPERSONIC FLIGHT VEHICLE
Based on 3D figuration, the nonlinear coupling between the airframe and scramjet for hypersonic vehicle is investigated in this paper. Firstly, a free-free beam structure elastic model is utilized taking into acco...
Key Concept of 5G: Future Mobile Technology
The great revolution in cellular communication is changing our lives in term of way we work, learn and interact .In 5G researches are focused on development of World Wide Wireless Web (WWWW),Dynamic Adhoc Wireles...
EXPERIMENTAL STUDY ON BEHAVIOUR OF FIBER REINFORCED TERNARY BLENDED CONCRETE USING DIFFERENT TESTS
The construction techniques have been modernized with focus on high strength, dense and uniform surface texture, more reliable quality, improved durability, and faster construction. High strength concrete is a typ...