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RACKING EARNING ETECTION Zdenek Kalal Submitted for the degree of Doctor of Philosophy Centre for Vision, Speech and Signal Processing Faculty of Engineering and Physical Sciences University of Surrey April 2011 c Zdenek Kalal 2011.Zdenek kalal phd thesis proposal We value our clients and strive to understand their current and future needs in tandem with those of their audience or clientele. Like any relationship the beginning is both exciting and crucial as the foundation is being cemented.Zdenek Kalal's 7 research works with 4,052 citations and 2,513 reads, including: Tracking-Learning-Detection.
Zdenek kalal dissertations zdenek kalal phd thesis stars based zdenek kalal phd thesis 71 reviews publicaffairs. University of surrey:: cvssp:: karel lebeda:: personal webpageIn this thesis, two state-of-the-art computer vision algorithms in the form of multiple processor framework, based on the particle filter.
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TLD is an award-winning, real-time algorithm for tracking of unknown objects in video streams. The object of interest is defined by a bounding box in a single frame. TLD simultaneously Tracks the object, Learns its appearance and Detects it whenever it appears in the video. The result is a real-time tracking that typically improves over time.
Developed between 2009-2011 as part PhD thesis of Zdenek Kalal, supervised by Jiri Matas (CTU, Czech Republic) and Krystian Mikolajczyk (University of Surrey, UK). The algorithm was later popularized in a YouTube video and sparked significant interest both in academia and industry. Later in 2011, Zdenek founded TLD Vision in order to push this.
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CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): Visual tracking is the process of locating an object in a video sequence. This thesis investigates visual tracking of an unknown object, which significantly changes its appearance and moves in and out of the camera view. The object is defined by its location and extent in a single frame.
TLD has been developed by Zdenek Kalal during his PhD thesis supervised by Krystian Mikolajczyk and Jiri Matas. The main contributions of TLD have been presented at international computer-vision conferences. For his work on TLD, Zdenek Kalal has been awarded the UK ICT Pioneers 2011. OpenTLD TLD has been released under GPL v3.0.
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