Advanced Concepts for Intelligent Vision Systems: 18th International Conference, ACIVS 2017, Antwerp, Belgium, September 18-21, 2017, Proceedings

Front Matter ....Pages I-XVI
Front Matter ....Pages 1-1
 A Two-Step Methodology for Human Pose Estimation Increasing the Accuracy and Reducing the Amount of Learning Samples Dramatically  (Samir Azrour, Sébastien Piérard, Pierre Geurts, Marc Van Droogenbroeck)....Pages 3-14
 Body Related Occupancy Maps for Human Action Recognition  (Sanne Roegiers, Gianni Allebosch, Peter Veelaert, Wilfried Philips)....Pages 15-27
 Facial Expression Recognition Using Local Region Specific Dense Optical Flow and LBP Features  (Deepak Ghimire, Sang Hyun Park, Mi Jin Kim)....Pages 28-38
 Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern  (Hela Bejaoui, Haythem Ghazouani, Walid Barhoumi)....Pages 39-50
 Real Time Continuous Tracking of Dynamic Hand Gestures on a Mobile GPU  (Robert Prior, David Capson, Alexandra Branzan Albu)....Pages 51-62
 Multi-camera Finger Tracking and 3D Trajectory Reconstruction for HCI Studies  (Vadim Lyubanenko, Toni Kuronen, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Jukka Häkkinen)....Pages 63-74
 Full Screen Touch Detection for the Virtual Touch Screen  (Katsuto Nakajima, Takafumi Igarashi)....Pages 75-86
Front Matter ....Pages 87-87
 Optimal Tiling Strategy for Memory Bandwidth Reduction for CNNs  (Leonardo Cecconi, Sander Smets, Luca Benini, Marian Verhelst)....Pages 89-100
 Statistical Radial Binary Patterns (SRBP) for Bark Texture Identification  (Safia Boudra, Itheri Yahiaoui, Ali Behloul)....Pages 101-113
 Object Tracking Using Deep Convolutional Neural Networks and Visual Appearance Models  (Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia)....Pages 114-125
 Sensing Forest for Pattern Recognition  (Irina Burciu, Thomas Martinetz, Erhardt Barth)....Pages 126-137
 Analysis of Skeletal Shape Trajectories for Person Re-Identification  (Amani Elaoud, Walid Barhoumi, Hassen Drira, Ezzeddine Zagrouba)....Pages 138-149
 Deep Learning on Underwater Marine Object Detection: A Survey  (Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Mohammed Bennamoun, Paul Lavery)....Pages 150-160
 A Novel and Accurate Local 3D Representation for Face Recognition  (Soumaya Mathlouthi, Majdi Jribi, Faouzi Ghorbel)....Pages 161-169
 Human Face Detection Improvement Using Incremental Learning Based on Low Variance Directions  (Takoua Kefi, Riadh Ksantini, Mohamed Bécha Kaâniche, Adel Bouhoula)....Pages 170-179
 Multi-view Pose Estimation with Flexible Mixtures-of-Parts  (Emre Dogan, Gonen Eren, Christian Wolf, Eric Lombardi, Atilla Baskurt)....Pages 180-190
 Shearlet-Based Region Map Guidance for Improving Hyperspectral Image Classification  (Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba)....Pages 191-202
 Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization  (Andreea Griparis, Daniela Faur, Mihai Datcu)....Pages 203-211
 Towards Condition Analysis for Machine Vision Based Traffic Sign Inventory  (Petri Hienonen, Lasse Lensu, Markus Melander, Heikki Kälviäinen)....Pages 212-224
 Learning Siamese Features for Finger Spelling Recognition  (Bogdan Kwolek, Shinji Sako)....Pages 225-236
 AMD Classification in Choroidal OCT Using Hierarchical Texton Mining  (Dafydd Ravenscroft, Jingjing Deng, Xianghua Xie, Louise Terry, Tom H. Margrain, Rachel V. North et al.)....Pages 237-248
 Prostate Size Inference from Abdominal Ultrasound Images with Patch Based Prior Information  (Nur Banu Albayrak, Emrah Yildirim, Yusuf Sinan Akgul)....Pages 249-259
Front Matter ....Pages 261-261
 Omnidirectional Localization in vSLAM with Uncertainty Propagation and Bayesian Regression  (David Valiente, Óscar Reinoso, Arturo Gil, Luis Payá, Mónica Ballesta)....Pages 263-274
 Visual Localization Based on Place Recognition Using Multi-feature Combination (D-\(\lambda \)LBP++HOG)  (Yongliang Qiao, Cindy Cappelle, Tao Yang, Yassine Ruichek)....Pages 275-287
 Homography-Based Navigation System for Unmanned Aerial Vehicles  (Abdulla Al-Kaff, Arturo de La Escalera, José María Armingol)....Pages 288-300
 Robust Tracking in Weakly Dynamic Scenes  (Trevor Gee, Rui Gong, Patrice Delmas, Georgy Gimel’farb)....Pages 301-312
 Texturizing and Refinement of 3D City Models with Mobile Devices  (Ralf Gutbell, Hannes Kuehnel, Arjan Kuijper)....Pages 313-324
 Image Classification for Ground Traversability Estimation in Robotics  (R. Omar Chavez-Garcia, Jérôme Guzzi, Luca M. Gambardella, Alessandro Giusti)....Pages 325-336
 InSAR Coherence-Dependent Fuzzy C-Means Flood Mapping Using Particle Swarm Optimization  (Chayma Chaabani, Riadh Abdelfattah)....Pages 337-348
 Monitoring and Evaluation of Flooded Areas Based on Fused Texture Descriptors  (Loretta Ichim, Dan Popescu)....Pages 349-360
Front Matter ....Pages 361-361
 Anomaly Detection in Crowded Scenarios Using Local and Global Gaussian Mixture Models  (Adrián Tomé, Luis Salgado)....Pages 363-374
 JND-Guided Perceptual Pre-filtering for HEVC Compression of UHDTV Video Contents  (Eloïse Vidal, François-Xavier Coudoux, Patrick Corlay, Christine Guillemot)....Pages 375-385
 Visual versus Textual Embedding for Video Retrieval  (Danny Francis, Paul Pidou, Bernard Merialdo, Benoît Huet)....Pages 386-395
 Handling Noisy Labels in Gaze-Based CBIR System  (Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso)....Pages 396-405
 Extracting Relevant Features from Videos for a Robust Smoke Detection  (Olfa Besbes, Amel Benazza-Benyahia)....Pages 406-417
 Images Annotation Extension Based on User Feedback  (Abdessalem Bouzaieni, Salvatore Tabbone)....Pages 418-430
 A Domain Independent Approach to Video Summarization  (Amanda Dash, Alexandra Branzan Albu)....Pages 431-442
 Is a Memoryless Motion Detection Truly Relevant for Background Generation with LaBGen?  (Benjamin Laugraud, Marc Van Droogenbroeck)....Pages 443-454
 Large-Scale Camera Network Topology Estimation by Lighting Variation  (Michael Zhu, Anthony Dick, Anton van den Hengel)....Pages 455-467
 Counting Large Flocks of Birds Using Videos Acquired with Hand-Held Devices  (Amanda Dash, Alexandra Branzan Albu)....Pages 468-478
 Fast Ground Detection for Range Cameras on Road Surfaces Using a Three-Step Segmentation  (Izaak Van Crombrugge, Ibrahim Ben Azza, Rudi Penne, Gregory Van Barel, Steve Vanlanduit)....Pages 479-490
Front Matter ....Pages 491-491
 A Robust Video Watermarking for Real-Time Application  (Ines Bayoudh, Saoussen Ben Jabra, Ezzeddine Zagrouba)....Pages 493-504
 Multi-object Tracking Using Compressive Sensing Features in Markov Decision Process  (Tao Yang, Cindy Cappelle, Yassine Ruichek, Mohammed El Bagdouri)....Pages 505-517
 Face Detection in Thermal Infrared Images: A Comparison of Algorithm- and Machine-Learning-Based Approaches  (Marcin Kopaczka, Jan Nestler, Dorit Merhof)....Pages 518-529
 Cell-Based Approach for 3D Reconstruction from Incomplete Silhouettes  (Maarten Slembrouck, Peter Veelaert, David Van Hamme, Dimitri Van Cauwelaert, Wilfried Philips)....Pages 530-541
 Sliding Window Based Micro-expression Spotting: A Benchmark  (Thuong-Khanh Tran, Xiaopeng Hong, Guoying Zhao)....Pages 542-553
 Bimodal Person Re-identification in Multi-camera System  (Hazar Mliki, Mariem Naffeti, Emna Fendri)....Pages 554-565
Front Matter ....Pages 567-567
 Adding GLCM Texture Analysis to a Combined Watershed Transform and Graph Cut Model for Image Segmentation  (Kauê T. N. Duarte, Marco A. G. de Carvalho, Paulo S. Martins)....Pages 569-580
 Background Subtraction with Multispectral Images Using Codebook Algorithm  (Rongrong Liu, Yassine Ruichek, Mohammed El Bagdouri)....Pages 581-590
 Image Ridge Denoising Using No-Reference Metric  (Nikolay Mamaev, Dmitry Yurin, Andrey Krylov)....Pages 591-601
 A CSF-Based Preprocessing Method for Image Deblurring  (Maria Carmela Basile, Vittoria Bruni, Domenico Vitulano)....Pages 602-614
 Data Augmentation for Plant Classification  (Pornntiwa Pawara, Emmanuel Okafor, Lambert Schomaker, Marco Wiering)....Pages 615-626
 Vision Based Lidar Segmentation for Scan Matching and Camera Fusion  (Gabriel Burtin, Patrick Bonnin, Florent Malartre)....Pages 627-638
 Proposal of Segmentation Method Adapted to the Infrared Sensor  (Félix Polla, Kamal Boudjelaba, Bruno Emile, Hélène Laurent)....Pages 639-650
 Detection and Tracking of the Pores of the Lamina Cribrosa in Three Dimensional SD-OCT Data  (Florence Rossant, Kate Grieve, Stéphanie Zwillinger, Michel Paques)....Pages 651-663
 Leaves Segmentation in 3D Point Cloud  (William Gélard, Ariane Herbulot, Michel Devy, Philippe Debaeke, Ryan F. McCormick, Sandra K. Truong et al.)....Pages 664-674
 Relative Camera Pose Estimation Using Convolutional Neural Networks  (Iaroslav Melekhov, Juha Ylioinas, Juho Kannala, Esa Rahtu)....Pages 675-687
 Shape Acquisition System Using an Handheld Line Laser Pointer Without Markers  (Jae-Hean Kim, Hyun Kang, Jin Sung Choi, Chang Joon Park)....Pages 688-700
 3D Visualization of Radioactive Sources by Combining Depth Maps Generated from a Stereo Radiation Detection Device  (Pathum Rathnayaka, Seung-Hae Baek, Soon-Yong Park)....Pages 701-710
 Filling Missing Parts of a 3D Mesh by Fusion of Incomplete 3D Data  (Laszlo Kormoczi, Zoltan Kato)....Pages 711-722
 An Efficient Descriptor Based on Radial Line Integration for Fast Non-invariant Matching and Registration of Microscopy Images  (Anders Hast, Gustaf Kylberg, Ida-Maria Sintorn)....Pages 723-734
 3D Shape from SEM Image Using Improved Fast Marching Method  (Lei Huang, Yuji Iwahori, Aili Wang, M. K. Bhuyan)....Pages 735-747
 An Enhanced Multi-label Random Walk for Biomedical Image Segmentation Using Statistical Seed Generation  (Ang Bian, Aaron Scherzinger, Xiaoyi Jiang)....Pages 748-760
Back Matter ....Pages 761-763