Water Level Tracking with Condensation Algorithm
نویسندگان
چکیده
In this report, we propose a tracking method that tracks a water level as a line from a video sequence. This method targets the use in a river surveillance and alarm system. In our proposed method, a line tracking problem is transformed to a point tracking problem by using Hough transformation and the point is tracked with Condensation algorithm. Our proposed method is examined by comparing with the Kalman filtering approach.
منابع مشابه
Modelling of Fish Swimming Patterns Using an Enhanced Object Tracking Algorithm
Modelling of fish swimming patterns has long been a challenge for the aquaculture community. In this proposed work, the modeling of fish swimming patterns and water condition such as pH, temperature and dissolved oxygen in fish tanks are analysed using network cameras and water sensors. An enhanced object tracking algorithm consisting of a combination of motion detection and condensation algori...
متن کاملA New Maximum Power Point Tracking Method for PEM Fuel Cells Based On Water Cycle Algorithm
Maximum Power Point (MPP) tracker has an important role in the performance of fuel cell (FC) systems improvement. Tow parameters which have effect on the Fuel cell output power are temperature and membrane water. So contents make the MPP change by with variations in each parameter. In this paper, a new maximum power point tracking (MPPT) method for Proton Exchange Membrane (PEM) fuel cell is pr...
متن کاملApplying mean shift and motion detection approaches to hand tracking in sign language
Hand gesture recognition is very important to communicate in sign language. In this paper, an effective object tracking and hand gesture recognition method is proposed. This method is combination of two well-known approaches, the mean shift and the motion detection algorithm. The mean shift algorithm can track objects based on the color, then when hand passes the face occlusion happens. Several...
متن کاملFace tracking in video with hybrid of Lucas-Kanade and condensation algorithm
In this paper, we present a robust face tracking system for video indexing and retrieval. Our face tracker is designed based on the condensation algorithm. The strength of our face tracking system is in the incorporation of Lucas-Kanade feature tracker in the measurement stage of condensation. Skin color and facial feature points are used for tracking. The pros and cons of using color and facia...
متن کاملTracking Many Objects Using Subordinated Condensation
We describe a novel extension to the CONDENSATION algorithm for tracking multiple objects of the same type. Previous extensions for multiple object tracking do not scale effectively to large numbers of objects. The new approach – subordinated CONDENSATION – deals effectively with arbitrary numbers of objects in an efficient manner, providing a robust means of tracking individual objects across ...
متن کامل