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- research-articleDecember 2010
Unusual activity detection for video surveillance
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 297–305https://doi.org/10.1145/1963564.1963616ideo surveillance has gained importance in law enforcement, security and military applications. The system consists of processing steps such as object detection, movement tracking, and activity monitoring. The paper contribution is to present the human ...
- research-articleDecember 2010
A novel human computer interface based on hand gesture recognition using computer vision techniques
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 292–296https://doi.org/10.1145/1963564.1963615In daily life, human beings communicate with each other and use broad range of gestures in the process of interaction. Apart of the interpersonal communication, many hours are spent in the interaction with the electronic devices. In the last decade, new ...
- research-articleDecember 2010
A semantic search system using query definitions
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 279–283https://doi.org/10.1145/1963564.1963613A Web Search Engine is designed to search for information over World Wide Web. When user submits a query, the generated information is often very large and inaccurate, that results in increased user perceived latency. In this paper, a novel approach of ...
- research-articleDecember 2010
A writer-independent off-line signature verification system based on signature morphology
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 261–265https://doi.org/10.1145/1963564.1963610In this work, we address off-line signature verification as a writer-independent system. We propose a set of morphological features, extracted from off-line signature images. To examine the effectiveness of the features, a publicly available signature ...
- research-articleDecember 2010
Feature-based tracking approach for detection of moving vehicle in traffic videos
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 254–260https://doi.org/10.1145/1963564.1963609In this paper, we present a novel approach for detection of moving vehicles in traffic videos. We propose a feature-based (corner-based) tracking to track and classify moving vehicles from the extracted ghost or cast shadow. The corner points of the ...
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- research-articleDecember 2010
Steps towards a system for inferring the interruptibility status of knowledge workers
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 250–253https://doi.org/10.1145/1963564.1963608In teams working closely together, interruptions of coworkers are normal and necessary. One of the goals of the ambient intelligent computing framework MATe (Mate for Awareness in Teams) is to prevent unwanted interruptions and at the same time improve ...
- research-articleDecember 2010
Adaptive pragmatic analysis of natural language
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 236–240https://doi.org/10.1145/1963564.1963605Natural language is a mechanism and a way for humans to express himself or herself. In order to understand what has been expressed, language analysis at different levels has to be done. Just like formal languages, natural language also has definite ...
- research-articleDecember 2010
iVolBrush: an intelligent interactive tool for efficient volume selection and editing
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 231–235https://doi.org/10.1145/1963564.1963604Volume rendering is frequently used for visualising 3D volume data. In practical applications, there may be a need not only to render the volume data but also to directly select and edit it in a paradigm similar to image editing. Being the basis of ...
- research-articleDecember 2010
Finding number of clusters using VAT image, PBM index and genetic algorithms
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 217–221https://doi.org/10.1145/1963564.1963601Determining number of clusters present in a data set is an important problem in clustering. There exist very few techniques that can solve this problem satisfactorily. Most of these techniques are expensive with regard to computation time. This paper ...
- research-articleDecember 2010
DCT-based unique faces for face recognition using Mahalanobis distance
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 208–212https://doi.org/10.1145/1963564.1963599In this paper, we propose a technique to generate DCT based unique normalized face using Principal Component Analysis (PCA). The idea of the PCA is to decompose face images into a small set of characteristic feature images. In the proposed technique we ...
- research-articleDecember 2010
Spots and color based ripeness evaluation of tobacco leaves for automatic harvesting
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 198–202https://doi.org/10.1145/1963564.1963597In this paper, we propose a model based on ripeness evaluation for classification of tobacco leaves useful for automatic harvesting in a complex agriculture environment. The CIELAB color space model is used to segment the leaf from the background. We ...
- research-articleDecember 2010
Reversible data hiding by alternate shifting of peaks in the histogram
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 191–197https://doi.org/10.1145/1963564.1963596Recently the reversible data hiding technology has been discussed extensively because of its major characteristic which enables the exact reconstruction of image from watermarked image. In this paper, a high capacity and high quality reversible ...
- research-articleDecember 2010
Feature level fusion of multi-instance finger knuckle print for person identification
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 186–190https://doi.org/10.1145/1963564.1963595The aim of this paper is to study the effect of feature level fusion of multi instances of finger knuckle prints. Initially, Zernike moments are extracted for a single instance of finger knuckle print of a person and study the identification accuracy. ...
- research-articleDecember 2010
Whorl identification in flower: a Gabor based approach
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 172–178https://doi.org/10.1145/1963564.1963593In this paper a novel approach for identification of whorl part of flowers useful for flower classification is presented. The problem is challenging because of the sheer variety of flower classes, intra-class variability, variation within a particular ...
- research-articleDecember 2010
An intelligent prediction system for time series data using periodic pattern mining in temporal databases
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 163–171https://doi.org/10.1145/1963564.1963592Data mining is concerned with analyzing large volumes of unstructured data to discover interesting regularities or relationships which in turn lead to better understanding of the underlying processes. Existing algorithms like association rule mining, ...
- research-articleDecember 2010
Gesture recognition by stereo vision
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 155–162https://doi.org/10.1145/1963564.1963591Recently a lot of hand held devices have been commercially employed, but they suffer from the problems such as un-natural interaction and comfort of use. The computer vision based HCI (Human Computer Interaction) is an effective and straightforward ...
- research-articleDecember 2010
Curved-straight lines-analysis (CSLA) algorithm for handwritten digit recognition enhancement
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 150–154https://doi.org/10.1145/1963564.1963590In this paper, we propose a new recognition algorithm for handwritten digit recognition. This algorithm is designed to enhance the recognition accuracy of current Microsoft SDK recognizer. The algorithm recognizes the unique signature of each number by ...
- research-articleDecember 2010
An effective CBVR system based on motion, quantized color and edge density features
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 145–149https://doi.org/10.1145/1963564.1963589Rapid development of the multimedia and the associated technologies urge the processing of a huge database of video clips. The processing efficiency lies on the search methodologies utilized in the video processing system. Usage of inappropriate search ...
- research-articleDecember 2010
Adaptive noise cancellation for system with multi channel modulation using BPNN
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 140–144https://doi.org/10.1145/1963564.1963588Signals acquired through any modern sensors suffer from variety of noises resulting from stochastic variations and deterministic distortions or shading. Hence it is desired to smooth the noisy signal to obtain a signal with higher quality. The paper ...
- research-articleDecember 2010
Pronunciation scoring for Indian English learners using a phone recognition system
IITM '10: Proceedings of the First International Conference on Intelligent Interactive Technologies and MultimediaPages 135–139https://doi.org/10.1145/1963564.1963587Feedback on pronunciation or articulation is an important component of spoken language teaching. Automating this aspect with speech recognition technology has been an active area of research in the context of computer-aided language-learning systems. ...