Advanced Concepts for Intelligent Vision Systems: 20th International Conference, ACIVS 2020, Auckland, New Zealand, February 10–14, 2020, Proceedings (Image ... Recognition, and Graphics Book 12002)

This book constitutes the proceedings of the 20th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2020, held in Auckland, New Zealand, in February 2020. The 48 papers presented in this volume were carefully reviewed and selected from a total of 78 submissions. They were organized in topical sections named: deep learning; biomedical image analysis; biometrics and identification; image analysis; image restauration, compression and watermarking; tracking, and mapping and scene analysis. -- Provided by publisher Front Matter ....Pages i-xv Front Matter ....Pages 1-1 Deep Learning-Based Techniques for Plant Diseases Recognition in Real-Field Scenarios (Alvaro Fuentes, Sook Yoon, Dong Sun Park)....Pages 3-14 EpNet: A Deep Neural Network for Ear Detection in 3D Point Clouds (Md Mursalin, Syed Mohammed Shamsul Islam)....Pages 15-26 Fire Segmentation in Still Images (Jozef Mlích, Karel Koplík, Michal Hradiš, Pavel Zemčík)....Pages 27-37 Region Proposal Oriented Approach for Domain Adaptive Object Detection (Hiba Alqasir, Damien Muselet, Christophe Ducottet)....Pages 38-50 Deep Convolutional Network-Based Framework for Melanoma Lesion Detection and Segmentation (Adekanmi Adegun, Serestina Viriri)....Pages 51-62 A Novel Framework for Early Fire Detection Using Terrestrial and Aerial 360-Degree Images (Panagiotis Barmpoutis, Tania Stathaki)....Pages 63-74 Front Matter ....Pages 75-75 Segmentation of Phase-Contrast MR Images for Aortic Pulse Wave Velocity Measurements (Danilo Babin, Daniel Devos, Ljiljana Platiša, Ljubomir Jovanov, Marija Habijan, Hrvoje Leventić et al.)....Pages 77-86 On the Uncertainty of Retinal Artery-Vein Classification with Dense Fully-Convolutional Neural Networks (Azat Garifullin, Lasse Lensu, Hannu Uusitalo)....Pages 87-98 Object Contour Refinement Using Instance Segmentation in Dental Images (Trung Van Pham, Yves Lucas, Sylvie Treuillet, Laurent Debraux)....Pages 99-107 Correction of Temperature Estimated from a Low-Cost Handheld Infrared Camera for Clinical Monitoring (Evelyn Gutierrez, Benjamin Castañeda, Sylvie Treuillet)....Pages 108-116 Bayesian Feature Pyramid Networks for Automatic Multi-label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic Ratio (Roman Solovyev, Iaroslav Melekhov, Timo Lesonen, Elias Vaattovaara, Osmo Tervonen, Aleksei Tiulpin)....Pages 117-130 Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography (Aleksei Tiulpin, Mikko Finnilä, Petri Lehenkari, Heikki J. Nieminen, Simo Saarakkala)....Pages 131-138 Quadratic Tensor Anisotropy Measures for Reliable Curvilinear Pattern Detection (Mohsin Challoob, Yongsheng Gao)....Pages 139-150 Front Matter ....Pages 1-1 Exposing Presentation Attacks by a Combination of Multi-intrinsic Image Properties, Convolutional Networks and Transfer Learning (Rodrigo Bresan, Carlos Beluzo, Tiago Carvalho)....Pages 153-165 Multiview 3D Markerless Human Pose Estimation from OpenPose Skeletons (Maarten Slembrouck, Hiep Luong, Joeri Gerlo, Kurt Schütte, Dimitri Van Cauwelaert, Dirk De Clercq et al.)....Pages 166-178 Clip-Level Feature Aggregation: A Key Factor for Video-Based Person Re-identification (Chengjin Lyu, Patrick Heyer-Wollenberg, Ljiljana Platisa, Bart Goossens, Peter Veelaert, Wilfried Philips)....Pages 179-191 Towards Approximating Personality Cues Through Simple Daily Activities (Francesco Gibellini, Sebastiaan Higler, Jan Lucas, Migena Luli, Morris Stallmann, Dario Dotti et al.)....Pages 192-204 Person Identification by Walking Gesture Using Skeleton Sequences (Chu-Chien Wei, Li-Huang Tsai, Hsin-Ping Chou, Shih-Chieh Chang)....Pages 205-214 Verifying Kinship from RGB-D Face Data (Felipe Crispim, Tiago Vieira, Bruno Lima)....Pages 215-226 VA-StarGAN: Continuous Affect Generation (Dimitrios Kollias, Stefanos Zafeiriou)....Pages 227-238 Fast Iris Segmentation Algorithm for Visible Wavelength Images Based on Multi-color Space (Shaaban Sahmoud, Hala N. Fathee)....Pages 239-250 A Local Flow Phase Stretch Transform for Robust Retinal Vessel Detection (Mohsin Challoob, Yongsheng Gao)....Pages 251-261 Evaluation of Unconditioned Deep Generative Synthesis of Retinal Images (Sinan Kaplan, Lasse Lensu, Lauri Laaksonen, Hannu Uusitalo)....Pages 262-273 Front Matter ....Pages 275-275 Dynamic Texture Representation Based on Hierarchical Local Patterns (Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frédéric Bouchara)....Pages 277-289 Temporal-Clustering Based Technique for Identifying Thermal Regions in Buildings (Antonio Adán, Juan García, Blanca Quintana, Francisco J. Castilla, Víctor Pérez)....Pages 290-301 Distance Weighted Loss for Forest Trail Detection Using Semantic Line (Shyam Prasad Adhikari, Hyongsuk Kim)....Pages 302-311 Localization of Map Changes by Exploiting SLAM Residuals (Zoltan Rozsa, Marcell Golarits, Tamas Sziranyi)....Pages 312-324 Initial Pose Estimation of 3D Object with Severe Occlusion Using Deep Learning (Jean-Pierre Lomaliza, Hanhoon Park)....Pages 325-336 Automatic Focal Blur Segmentation Based on Difference of Blur Feature Using Theoretical Thresholding and Graphcuts (Natsuki Takayama, Hiroki Takahashi)....Pages 337-347 Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks (Dinesh Kumar, Dharmendra Sharma, Roland Goecke)....Pages 348-359 Automatic Optical Inspection for Millimeter Scale Probe Surface Stripping Defects Using Convolutional Neural Network (Yu-Chieh Ting, Daw-Tung Lin, Chih-Feng Chen, Bor-Chen Tsai)....Pages 360-369 Front Matter ....Pages 371-371 A SVM-Based Zero-Watermarking Technique for 3D Videos Traitor Tracing (Karama Abdelhedi, Faten Chaabane, Chokri Ben Amar)....Pages 373-383 Design of Perspective Affine Motion Compensation for Versatile Video Coding (VVC) (Young-Ju Choi, Young-Woon Lee, Byung-Gyu Kim)....Pages 384-395 Investigation of Coding Standards Performances on Optically Acquired and Synthetic Holograms (Roberto Corda, Cristian Perra, Daniele Giusto)....Pages 396-407 Natural Images Enhancement Using Structure Extraction and Retinex (Xiaoyu Du, Youshen Xia)....Pages 408-420 Unsupervised Desmoking of Laparoscopy Images Using Multi-scale DesmokeNet (V. Vishal, Varun Venkatesh, Kshetrimayum Lochan, Neeraj Sharma, Munendra Singh)....Pages 421-432 VLW-Net: A Very Light-Weight Convolutional Neural Network (CNN) for Single Image Dehazing (Chenguang Liu, Li Tao, Yeong-Taeg Kim)....Pages 433-442 An Improved GAN Semantic Image Inpainting (Panagiotis-Rikarnto Siavelis, Nefeli Lamprinou, Emmanouil Z. Psarakis)....Pages 443-454 Front Matter ....Pages 455-455 CUDA Implementation of a Point Cloud Shape Descriptor Method for Archaeological Studies (David Arturo Soriano Valdez, Patrice Delmas, Trevor Gee, Patricio Gutierrez, Jose Luis Punzo-Diaz, Rachel Ababou et al.)....Pages 457-466 Red-Green-Blue Augmented Reality Tags for Retail Stores (Minh Nguyen, Huy Le, Wei Qi Yan)....Pages 467-479 Guided Stereo to Improve Depth Resolution of a Small Baseline Stereo Camera Using an Image Sequence (Trevor Gee, Georgy Gimel’farb, Alexander Woodward, Rachel Ababou, Alfonso Gastelum Strozzi, Patrice Delmas)....Pages 480-491 SuperNCN: Neighbourhood Consensus Network for Robust Outdoor Scenes Matching (Grzegorz Kurzejamski, Jacek Komorowski, Lukasz Dabala, Konrad Czarnota, Simon Lynen, Tomasz Trzcinski)....Pages 492-503 Using Normal/Abnormal Video Sequence Categorization to Efficient Facial Expression Recognition in the Wild (Taoufik Ben Abdallah, Radhouane Guermazi, Mohamed Hammami)....Pages 504-516 Distributed Multi-class Road User Tracking in Multi-camera Network For Smart Traffic Applications (Nyan Bo Bo, Maarten Slembrouck, Peter Veelaert, Wilfried Philips)....Pages 517-528 Vehicles Tracking by Combining Convolutional Neural Network Based Segmentation and Optical Flow Estimation (Tuan-Hung Vu, Jacques Boonaert, Sebastien Ambellouis, Abdelmalik Taleb Ahmed)....Pages 529-540 Real-Time Embedded Person Detection and Tracking for Shopping Behaviour Analysis (Robin Schrijvers, Steven Puttemans, T. Callemein, Toon Goedemé)....Pages 541-553 Learning Target-Specific Response Attention for Siamese Network Based Visual Tracking (Penghui Zhao, Haosheng Chen, Yanjie Liang, Yan Yan, Hanzi Wang)....Pages 554-566 Back Matter ....Pages 567-568 This book constitutes the thoroughly refereed proceedings of the 15th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2013, held in Poznań, Poland, in October 2013. The 63 revised full papers were carefully selected from 111 submissions. The topics covered are aquisition, pre-processing and coding, biometry, classification and recognition, depth, 3D and tracking, efficient implementation and frameworks, low level image analysis, segmentation, and video analysis.