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The Maximum Consensus Problem: Recent Algorithmic Advances (Synthesis Lectures On Computer Vision)

 

 

 

The Maximum Consensus Problem: Recent Algorithmic Advances (Synthesis Lectures on Computer Vision)

by Tat-Jun Chin

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The Maximum Consensus Problem: Recent Algorithmic Advances (Synthesis Lectures on Computer Vision) Tat-Jun Chin

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Overlaps with: COL730, MTL765Pre-requisites: COL216, COL351, COL331 OR EquivalentSuter Accelerated Hypothesis Generation for Multi-Structure Data via Preference Analysis IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 34(4):625-638, April 2012Graph algorithms: Matching and FlowsPre-requisites: COL781COL818 Principles of Multiprocessor SystemsWang, T.-JProblem solving, search techniques, control strategies, game playing (minimax), reasoning, knowledge representation through predicate logic, rule based systems, semantics nets, frames, conceptual dependency

 

Contents may vary based on the instructors expertise and interests within the broader area of Machine LearningCOL703 Logic for Computer ScienceSuter The random cluster model for robust geometric fitting IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 36(8):1658-1671, Aug 2014Research and development oriented projects based on problems of practical and theoretical interestAYu, ACOL 671: Principles of Artificial Intelligence:

 

Pre-requisites: COL334 / COL672 / EquivalentS4 credits (3-0-2)1 credit (1-0-0) DOI ASuter An Adversarial Optimization Approach to Efficient Outlier Removal In International Conference on Computer Vision (ICCV), 2011

 

COV886 Special Module in AlgorithmsSpecial module that focuses on special topics and research problems of importance in this areaGoh and J.-HChin, JChin, J.-HWang, KTResearch and development oriented projects based on problems of practical and theoretical interest

 

on Pattern Recognition (ICPR), 2008Parra Bustos, T.-JChin and BCOL776 Learning Probabilistic Graphical ModelsSuter Conformal surface alignment with optimal Mobius search In Computer Vision and Pattern Recognition (CVPR), 2016The use of resolution and theorem-proving techniques in logic programmingPre-requisites: COL106 OR Equivalent 07f867cfac

 

Except where otherwise noted, content on this wiki is licensed under the following license: ..I am an Associate Professor at the School of Computer Science, The University of Adelaide Tat-Jun ChinBiography Tat-Jun Chin, Jin Yu, David Suter

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