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A typical traffic monitoring system for pedestrian detection uses a stationary camera. In Advanced Driving Assistance Systems (ADAS), the camera is mounted in front of the vehicle's window so that the camera and the object move in any arbitrary direction. Semantic image segmentation is widely used for road scene interpretation. In this paper, a method for semantic image segmentation using a convolution...
A large hadron collider is operated by CERN to conduct a large scale and a long term particle physic experiment, namely ALICE. Thousand of sensors are used in the collider sensor system to track the trajectories of the results of particle collisions. 3D surface measurement is proposed to assess the quality of sensors. Some surface characteristics of the sensors are defined based on the quality requirements...
Vehicle classification problem is one of challenges in Intelligent Transportation System (ITS). Numerous approaches have been submitted to handle this problem. Real time environment condition and limitation make it more intriguing. In this paper we focus on real time vehicle detection, feature extraction, and classification for multiple object using a single stationary camera. Even though numerous...
In-Vitro Fertilization (IVF) is a procedure to obtain embryo by inseminating oocyte and sperm outside human body. Several embryos are produced at the end of this procedure and it remains a problem to select the most appropriate embryo to be implanted into uterus. Many strategies have been proposed for selection of the embryo. The latest is time-lapse microscopy which monitors the embryo development...
There is a necessity in traffic control system using camera to have the capability to discriminate between an object and non-object in the image. One of the procedure to discriminate between those two is usually performed by background subtraction. Gaussian Mixture Model (GMM) is popular method that has been employed to tackle the problem of background subtraction. However, the output of GMM is a...
Cancer is one kind of deadly disease. Colorectal carcinoma is one type of cancer which is difficult to detect in its early stage. It has dangerous malignancy in its advance stage. Identify gene expressed and cancer linked to phenotype is an effort to identify and analyze correlation of genes and clinical phenotype (metastasis). In this paper Intelligent K-Means is used to cluster genes expression...
This paper describes the density of traffic forecasting based on information obtained from social media. Social media twitter can become a source of accurate information as it comes from the verified twitter account i.e police department of republic Indonesia. The tweet (information) from this account is saved in our database. This research is expected to obtain results in the form of a system design...
There are a number of ways to monitor traffic and help people to navigate through or avoid traffic jams. A prospective way is to use smart phones with GPS enabled device as traffic sensors, which complement existing sensors. This paper attempts to highlight a number of progressive steps in the effort to build an integrated ITS, which harnesses smart phones as intelligent agent. However, a number of...
Inteligent Transportation System (ITS) is becoming a world wide solution for traffic problem. Various source of information should support the ITS decision making, to name a few: social media, mobile agent, and Closed Circuit Television or CCTV. In this paper we present a method to estimate vehicles speed using video processing in real time. Principal Component Analysis (PCA) is used to clasify vehicles...
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