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  Data Analytics and Machine Learning for Integrated Corridor Management

  Yashawi Karnati, Dhruv Mahajan, Tania Banerjee, Rahul Sengupta, Packard Clay, Ryan Casburn, Nithin Agarwal, Jeremy Dilmore, Anand Rangarajan, Sanjay Ranka

  • Taylor & Francis Ltd
  • 25 Octobre 2024
  • 9781032574646

  This book takes readers on a journey through the intricate web of contemporary transportation systems, offering unparalleled insights into the strategies, technologies, and methodologies shaping the movement of people and goods in urban landscapes.

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  Video Based Machine Learning for Traffic Intersections

  Tania Banerjee, Xiaohui Huang, Aotian Wu, Ke Chen, Anand Rangarajan, Sanjay Ranka

  • Taylor & Francis Ltd
  • 17 Octobre 2023
  • 9781032542263

  Video Based Machine Learning for Traffic Intersections describes the development of computer vision and machine learning-based applications for Intelligent Transportation Systems (ITS) and the challenges encountered during their deployment. This book presents several novel approaches.

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  Energy Minimization Methods in Computer Vision and Pattern Recognition ; 5th International Workshop, EMMCVPR 2005, St. Augustine, FL, USA, November 9-11, 2005, Proceedings

  • Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • 31 Octobre 2005
  • 9783540302872

  Constitutes the refereed proceedings of the 5th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR 2005, in St Augustine, FL, USA, in November 2005. This book consists of 24 papers and 18 poster papers organized in topical sections on different approaches.

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  Energy Minimization Methods in Computer Vision and Pattern Recognition ; 4th International Workshop, EMMCVPR 2003, Lisbon, Portugal, July 7-9, 2003, Proceedings

  • Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • 26 Juin 2003
  • 9783540404989

  This volume consists of the 33 papers presented at the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2003)which was held at Instituto Superior T' ecnico (IST), the - gineeringSchooloftheTechnicalUniversityofLisbon,PortugalduringJuly7-9, 2003.Thisworkshopwasthefourthinthe serieswhichstartedwithEMMCVPR 1997 held in Venice, Italy in May 1997 and continued with EMMCVPR 1999 held in York, UK in July 1999 and EMMCVPR 2001 held in Sophia-Antipolis, France in September 2001. Many problems in computer vision and pattern recognition (CVPR) are couchedintheframeworkofoptimization.Theminimizationofaglobalquantity, often referred to as the energy, forms the bulwark of most approachesin CVPR. Disparate approaches,such as discrete and probabilistic formulations on the one hand and continuous, deterministic strategies on the other, often have optimi- tion or energy minimization as a common theme. Instances of energy minimi- tion arise in Gibbs/Markov modeling, Bayesian decision theory, geometric and variational approaches and in areas in CVPR such as object recognition and - trieval, image segmentation, registration, reconstruction, classi?cation and data mining. The aim of the EMMCVPR workshops is to bring together researchers with interests in these disparate areas of CVPR but with an underlying commitment to some form of energy minimization. Although the subject is traditionally well representedinmajorinternationalconferencesonCVPR,thisworkshopprovides a forum wherein researchers can report their recent work and engage in more informal discussions. Lire la suite Fermer

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  Energy Minimization Methods in Computer Vision and Pattern Recognition

  • Springer
  • 4 Septembre 2008
  • 9783540817925

  Softback N.C.

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