Pattern Recognition Applications and Methods: 7th International Conference, ICPRAM 2018, Funchal, Madeira, Portugal, January 16-18, 2018, Revised Selected Papers

Description

This book contains revised and extended versions of selected papers from the 7th International Conference on Pattern Recognition, ICPRAM 2018, held in Porto, Portugal, in January 2018. The 10 full papers presented were carefully reviewed and selected from 102 initial submissions. The core of ICPRAM is intended to include theoretical studies yielding new insights in Pattern Recognition methods, as well as experimental validation and concrete application of Pattern Recognition techniques to real-world problems. Front Matter ....Pages I-XVI Front Matter ....Pages 1-1 Street2Fashion2Shop: Enabling Visual Search in Fashion e-Commerce Using Studio Images (Julia Lasserre, Christian Bracher, Roland Vollgraf)....Pages 3-26 Interactive Design Support for Architecture Projects During Early Phases Based on Recurrent Neural Networks (Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel)....Pages 27-43 CNN-Based Deep Spatial Pyramid Match Kernel for Classification of Varying Size Images (Shikha Gupta, Manjush Mangal, Akshay Mathew, Dileep Aroor Dinesh, Arnav Bhavsar, Veena Thenkanidiyoor)....Pages 44-64 Earth Mover’s Distance Between Rooted Labeled Unordered Trees Formulated from Complete Subtrees (Taiga Kawaguchi, Takuya Yoshino, Kouichi Hirata)....Pages 65-88 TIMIT and NTIMIT Phone Recognition Using Convolutional Neural Networks (Cornelius Glackin, Julie Wall, Gérard Chollet, Nazim Dugan, Nigel Cannings)....Pages 89-100 An Efficient Hashing Algorithm for NN Problem in HD Spaces (Faraj Alhwarin, Alexander Ferrein, Ingrid Scholl)....Pages 101-115 Stochastic Analysis of Time-Difference and Doppler Estimates for Audio Signals (Gabrielle Flood, Anders Heyden, Kalle Åström)....Pages 116-138 Front Matter ....Pages 139-139 Detection and Classification of Faulty Weft Threads Using Both Feature-Based and Deep Convolutional Machine Learning Methods (Marcin Kopaczka, Marco Saggiomo, Moritz Güttler, Kevin Kielholz, Dorit Merhof)....Pages 141-163 Video Activity Recognition Using Sequence Kernel Based Support Vector Machines (Sony S. Allappa, Veena Thenkanidiyoor, Dileep Aroor Dinesh)....Pages 164-185 Visual Cryptography for Detecting Hidden Targets by Small-Scale Robots (Danilo Avola, Luigi Cinque, Gian Luca Foresti, Daniele Pannone)....Pages 186-201 Back Matter ....Pages 203-203