Representations, Analysis and Recognition of Shape and Motion from Imaging Data: 7th International Workshop, RFMI 2017, Savoie, France, December 17–20, 2017, Revised Selected Papers

Description

This book constitutes the refereed proceedings of the 7th International Workshop on Representations, Analysis and Recognition of Shape and Motion from Imaging Data, RFMI 2017, held in Savoi, France, in December 2017. The 8 revised full papers and 9 revised short papers presented were carefully reviewed and selected from 23 submissions. The papers are organized in topical sections on analyzing motion data; deep learning on image and shape data; 2D and 3D pattern classification; watermarking, segmentation and deformations. Front Matter ....Pages i-xii Front Matter ....Pages 1-1 A Comparison of Scene Flow Estimation Paradigms (Iraklis Tsekourakis, Philippos Mordohai)....Pages 3-19 On the Reliability of LSTM-MDL Models for Pedestrian Trajectory Prediction (Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens)....Pages 20-34 Pedestrian Tracking in the Compressed Domain Using Thermal Images (Ichraf Lahouli, Robby Haelterman, Zied Chtourou, Geert De Cubber, Rabah Attia)....Pages 35-44 An Image Processing Framework for Automatic Tracking of Wave Fronts and Estimation of Wave Front Velocity for a Gas Experiment (Samee Maharjan, Dag Bjerketvedt, Ola Marius Lysaker)....Pages 45-55 The Algorithm and Software for Timber Batch Measurement by Using Image Analysis (Andrey V. Mehrentsev, Artem V. Kruglov)....Pages 56-65 Front Matter ....Pages 67-67 Stereo Matching Confidence Learning Based on Multi-modal Convolution Neural Networks (Zehua Fu, Mohsen Ardabilian, Guillaume Stern)....Pages 69-81 Multi-person Head Segmentation in Low Resolution Crowd Scenes Using Convolutional Encoder-Decoder Framework (Muhammad Shaban, Arif Mahmood, Somaya Al-maadeed, Nasir Rajpoot)....Pages 82-92 CrossEncoder: Towards 3D-Free Depth Face Recovery and Fusion Scheme for Heterogeneous Face Recognition (Wuming Zhang, Liming Chen)....Pages 93-109 Neural Approach for Context Scene Image Classification Based on Geometric, Texture and Color Information (Ameni Sassi, Wael Ouarda, Chokri Ben Amar, Serge Miguet)....Pages 110-120 Self-learning Framework with Temporal Filtering for Robust Maritime Vessel Detection (Amir Ghahremani, Egor Bondarev, Peter H. N. de With)....Pages 121-135 Front Matter ....Pages 137-137 Rapid Urban 3D Modeling for Drone-Based Situational Awareness Assistance in Emergency Situations (Inge Coudron, Toon Goedemé)....Pages 139-150 Defining Mesh-LBP Variants for 3D Relief Patterns Classification (Claudio Tortorici, Naoufel Werghi, Stefano Berretti)....Pages 151-166 A Normalized Generalized Curvature Scale Space for 2D Contour Representation (Ameni Benkhlifa, Faouzi Ghorbel)....Pages 167-177 Front Matter ....Pages 179-179 A New Watermarking Method Based on Analytical Clifford Fourier Mellin Transform (Maroua Affes, Malek Sellami Meziou, Faouzi Ghorbel)....Pages 181-191 Simultaneous Semi-supervised Segmentation of Category-Independent Objects from a Collection of Images (Hager Merdassi, Walid Barhoumi, Ezzeddine Zagrouba)....Pages 192-203 Brenier Approach for Optimal Transportation Between a Quasi-discrete Measure and a Discrete Measure (Ying Lu, Liming Chen, Alexandre Saidi, Xianfeng Gu)....Pages 204-212 Global and Regional Deformation Analysis of the Myocardium: MRI Data Application (Rim Ayari Abid, Asma Ben Abdallah, Mohamed Hédi Bedoui)....Pages 213-220 Back Matter ....Pages 221-221