Advances in Visual Computing: 14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7–9, 2019, Proceedings, Part I

Front Matter ....Pages i-xxxv
Front Matter ....Pages 1-1
 Application of Image Classification for Fine-Grained Nudity Detection  (Cristian Ion, Cristian Minea)....Pages 3-15
 DeepGRU: Deep Gesture Recognition Utility  (Mehran Maghoumi, Joseph J. LaViola Jr.)....Pages 16-31
 Delineation of Road Networks Using Deep Residual Neural Networks and Iterative Hough Transform  (Pinjing Xu, Charalambos Poullis)....Pages 32-44
 DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking  (Mohamed H. Abdelpakey, Mohamed S. Shehata)....Pages 45-58
 Reconstruction Error Aware Pruning for Accelerating Neural Networks  (Koji Kamma, Toshikazu Wada)....Pages 59-72
Front Matter ....Pages 73-73
 Bioinspired Simulation of Knotting Hagfish  (Yura Hwang, Theodore A. Uyeno, Shinjiro Sueda)....Pages 75-86
 Interactive 3D Visualization for Monitoring and Analysis of Geographical Traffic Data of Various Domains  (Daniil Rodin, Oded Shmueli, Gershon Elber)....Pages 87-98
 Propagate and Pair: A Single-Pass Approach to Critical Point Pairing in Reeb Graphs  (Junyi Tu, Mustafa Hajij, Paul Rosen)....Pages 99-113
 Real-Time Ray Tracing with Spherically Projected Object Data  (Bridget Makena Winn, Reed Garmsen, Irene Humer, Christian Eckhardt)....Pages 114-126
 Underwater Photogrammetry Reconstruction: GPU Texture Generation from Videos Captured via AUV  (Kolton Yager, Christopher Clark, Timmy Gambin, Zoë J. Wood)....Pages 127-138
Front Matter ....Pages 139-139
 Adaptive Attention Model for Lidar Instance Segmentation  (Peixi Xiong, Xuetao Hao, Yunming Shao, Jerry Yu)....Pages 141-155
 View Dependent Surface Material Recognition  (Stanislav Mikeš, Michal Haindl)....Pages 156-167
 3D Visual Object Detection from Monocular Images  (Qiaosong Wang, Christopher Rasmussen)....Pages 168-180
 Skin Identification Using Deep Convolutional Neural Network  (Mahdi Maktab Dar Oghaz, Vasileios Argyriou, Dorothy Monekosso, Paolo Remagnino)....Pages 181-193
 Resolution-Independent Meshes of Superpixels  (Vitaliy Kurlin, Philip Smith)....Pages 194-205
Front Matter ....Pages 207-207
 Automatic Video Colorization Using 3D Conditional Generative Adversarial Networks  (Panagiotis Kouzouglidis, Giorgos Sfikas, Christophoros Nikou)....Pages 209-218
 Improving Visual Reasoning with Attention Alignment  (Komal Sharan, Ashwinkumar Ganesan, Tim Oates)....Pages 219-230
 Multi-camera Temporal Grouping for Play/Break Event Detection in Soccer Games  (Chunbo Song, Christopher Rasmussen)....Pages 231-243
 Trajectory Prediction by Coupling Scene-LSTM with Human Movement LSTM  (Manh Huynh, Gita Alaghband)....Pages 244-259
 Augmented Curiosity: Depth and Optical Flow Prediction for Efficient Exploration  (Juan Carvajal, Thomas Molnar, Lukasz Burzawa, Eugenio Culurciello)....Pages 260-271
Front Matter ....Pages 273-273
 Information Visualization for Highlighting Conflicts in Educational Timetabling Problems  (Wanderley de Souza Alencar, Hugo Alexandre Dantas do Nascimento, Walid Abdala Rfaei Jradi, Fabrizzio Alphonsus A. M. N. Soares, Juliana Paula Felix)....Pages 275-288
 ContourNet: Salient Local Contour Identification for Blob Detection in Plasma Fusion Simulation Data  (Martin Imre, Jun Han, Julien Dominski, Michael Churchill, Ralph Kube, Choong-Seock Chang et al.)....Pages 289-301
 Mutual Information-Based Texture Spectral Similarity Criterion  (Michal Haindl, Michal Havlíček)....Pages 302-314
 Accurate Computation of Interval Volume Measures for Improving Histograms  (Cuilan Wang)....Pages 315-329
 Ant-SNE: Tracking Community Evolution via Animated t-SNE  (Ngan V. T. Nguyen, Tommy Dang)....Pages 330-341
Front Matter ....Pages 343-343
 Automated Segmentation of the Pectoral Muscle in Axial Breast MR Images  (Sahar Zafari, Mazen Diab, Tuomas Eerola, Summer E. Hanson, Gregory P. Reece, Gary J. Whitman et al.)....Pages 345-356
 Angio-AI: Cerebral Perfusion Angiography with Machine Learning  (Ebrahim Feghhi, Yinsheng Zhou, John Tran, David S. Liebeskind, Fabien Scalzo)....Pages 357-367
 Conformal Welding for Brain-Intelligence Analysis  (Liqun Yang, Muhammad Razib, Kenia Chang He, Tianren Yang, Zhong-Lin Lu, Xianfeng Gu et al.)....Pages 368-380
 Learning Graph Cut Class Prototypes for Thigh CT Tissue Identification  (Taposh Biswas, Sokratis Makrogiannis)....Pages 381-392
 Automatic Estimation of Arterial Input Function in Digital Subtraction Angiography  (Alexander Liebeskind, Adit Deshpande, Julie Murakami, Fabien Scalzo)....Pages 393-402
Front Matter ....Pages 403-403
 One-Shot-Learning for Visual Lip-Based Biometric Authentication  (Carrie Wright, Darryl Stewart)....Pages 405-417
 Age Group and Gender Classification of Unconstrained Faces  (Olatunbosun Agbo-Ajala, Serestina Viriri)....Pages 418-429
 Efficient 3D Face Recognition in Uncontrolled Environment  (Yuqi Ding, Nianyi Li, S. Susan Young, Jinwei Ye)....Pages 430-443
 Pupil Center Localization Using SOMA and CNN  (Radovan Fusek, Eduard Sojka, Michael Holusa)....Pages 444-453
 Real-Time Face Features Localization with Recurrent Refined Dense CNN Architectures  (Nicolas Livet)....Pages 454-468
Front Matter ....Pages 469-469
 Estimation of the Distance Between Fingertips Using Silhouette and Texture Information of Dorsal of Hand  (Takuma Shimizume, Takeshi Umezawa, Noritaka Osawa)....Pages 471-481
 Measuring Reflectance of Anisotropic Materials Using Two Handheld Cameras  (Zar Zar Tun, Seiji Tsunezaki, Takashi Komuro, Shoji Yamamoto, Norimichi Tsumura)....Pages 482-493
 FunPlogs – A Serious Puzzle Mini-game for Learning Fundamental Programming Principles Using Visual Scripting  (Robin Horst, Ramtin Naraghi-Taghi-Off, Savina Diez, Tobias Uhmann, Arne Müller, Ralf Dörner)....Pages 494-504
 Automatic Camera Path Generation from 360\(^\circ \) Video  (Hannes Fassold)....Pages 505-514
 Highlighting Techniques for 360° Video Virtual Reality and Their Immersive Authoring  (Robin Horst, Savina Diez, Ralf Dörner)....Pages 515-526
Front Matter ....Pages 527-527
 Jitter-Free Registration for Unmanned Aerial Vehicle Videos  (Pierre Lemaire, Carlos Fernando Crispim-Junior, Lionel Robinault, Laure Tougne)....Pages 529-539
 Heart Rate Based Face Synthesis for Pulse Estimation  (Umur Aybars Ciftci, Lijun Yin)....Pages 540-551
 Light-Weight Novel View Synthesis for Casual Multiview Photography  (Inchang Choi, Yeong Beum Lee, Dae R. Jeong, Insik Shin, Min H. Kim)....Pages 552-564
 DeepPrivacy: A Generative Adversarial Network for Face Anonymization  (Håkon Hukkelås, Rudolf Mester, Frank Lindseth)....Pages 565-578
 Swarm Optimization Algorithm for Road Bypass Extrapolation  (Michael A. Rowland, Glenn M. Suir, Michael L. Mayo, Austin Davis)....Pages 579-590
Front Matter ....Pages 591-591
 Concrete Crack Pixel Classification Using an Encoder Decoder Based Deep Learning Architecture  (Umme Hafsa Billah, Alireza Tavakkoli, Hung Manh La)....Pages 593-604
 A Geometry-Based Method for the Spatio-Temporal Detection of Cracks in 4D-Reconstructions  (Carl Matthes, Adrian Kreskowski, Bernd Froehlich)....Pages 605-618
 An Automatic Digital Terrain Generation Technique for Terrestrial Sensing and Virtual Reality Applications  (Lee Easson, Alireza Tavakkoli, Jonathan Greenberg)....Pages 619-630
 Rebar Detection and Localization for Non-destructive Infrastructure Evaluation of Bridges Using Deep Residual Networks  (Habib Ahmed, Hung Manh La, Gokhan Pekcan)....Pages 631-643
Front Matter ....Pages 645-645
 Intrinsic Decomposition by Learning from Varying Lighting Conditions  (Gregoire Nieto, Mohammad Rouhani, Philippe Robert)....Pages 647-660
 Pixel2Field: Single Image Transformation to Physical Field of Sports Videos  (Liang Peng)....Pages 661-669
 UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets  (Thomas Pollok, Lorenz Junglas, Boitumelo Ruf, Arne Schumann)....Pages 670-682
 Fast Omnidirectional Depth Densification  (Hyeonjoong Jang, Daniel S. Jeon, Hyunho Ha, Min H. Kim)....Pages 683-694
Back Matter ....Pages 695-698