Advances in Visual Computing: 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5–7, 2020, Proceedings, Part I

Front Matter ....Pages i-xxxvi
Front Matter ....Pages 1-1
 Regularization and Sparsity for Adversarial Robustness and Stable Attribution  (Daniel Schwartz, Yigit Alparslan, Edward Kim)....Pages 3-14
 Self-Competitive Neural Networks  (Iman Saberi, Fathiyeh Faghih)....Pages 15-26
 A Novel Contractive GAN Model for a Unified Approach Towards Blind Quality Assessment of Images from Heterogeneous Sources  (Tan Lu, Ann Dooms)....Pages 27-38
 Nonconvex Regularization for Network Slimming: Compressing CNNs Even More  (Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin)....Pages 39-53
 Biologically Inspired Sleep Algorithm for Variational Auto-Encoders  (Sameerah Talafha, Banafsheh Rekabdar, Christos Mousas, Chinwe Ekenna)....Pages 54-67
 A Deep Genetic Programming Based Methodology for Art Media Classification Robust to Adversarial Perturbations  (Gustavo Olague, Gerardo Ibarra-Vázquez, Mariana Chan-Ley, Cesar Puente, Carlos Soubervielle-Montalvo, Axel Martinez)....Pages 68-79
 rcGAN: Learning a Generative Model for Arbitrary Size Image Generation  (Renato B. Arantes, George Vogiatzis, Diego R. Faria)....Pages 80-94
 Sketch-Inspector: A Deep Mixture Model for High-Quality Sketch Generation of Cats  (Yunkui Pang, Zhiqing Pan, Ruiyang Sun, Shuchong Wang)....Pages 95-106
 Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3  (Joseph Chakar, Rayan Al Sobbahi, Joe Tekli)....Pages 107-120
 Uncertainty Estimates in Deep Generative Models Using Gaussian Processes  (Kai Katsumata, Ryoga Kobayashi)....Pages 121-132
Front Matter ....Pages 133-133
 Towards Optimal Ship Navigation Using Image Processing  (Bekir Sahin, Zia Uddin, Ahmet Soylu)....Pages 135-147
 Overscan Detection in Digitized Analog Films by Precise Sprocket Hole Segmentation  (Daniel Helm, Martin Kampel)....Pages 148-159
 Pixel-Level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation  (Iason Katsamenis, Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis, Athanasios Voulodimos)....Pages 160-169
 CSC-GAN: Cycle and Semantic Consistency for Dataset Augmentation  (Renato B. Arantes, George Vogiatzis, Diego R. Faria)....Pages 170-181
 Improvements on the Superpixel Hierarchy Algorithm with Applications to Image Segmentation and Saliency Detection  (Marcos J. C. E. Azevedo, Carlos A. B. Mello)....Pages 182-193
Front Matter ....Pages 195-195
 Referenced Based Color Transfer for Medical Volume Rendering  (Sudarshan Devkota, Sumanta Pattanaik)....Pages 197-208
 An Empirical Methodological Study of Evaluation Methods Applied to Educational Timetabling Visualizations  (Wanderley de Souza Alencar, Walid Abdala Rfaei Jradi, Hugo Alexandre Dantas do Nascimento, Juliana Paula Felix, Fabrízzio Alphonsus Alves de Melo Nunes Soares)....Pages 209-223
 Real-Time Contrast Enhancement for 3D Medical Images Using Histogram Equalization  (Karen Lucknavalai, Jürgen P. Schulze)....Pages 224-235
 Flow Map Processing by Space-Time Deformation  (Thomas Wilde, Christian Rössl, Holger Theisel)....Pages 236-247
 GenExplorer: Visualizing and Comparing Gene Expression Levels via Differential Charts  (Chau Pham, Vung Pham, Tommy Dang)....Pages 248-259
Front Matter ....Pages 261-261
 An Event-Based Hierarchical Method for Customer Activity Recognition in Retail Stores  (Jiahao Wen, Luis Guillen, Muhammad Alfian Amrizal, Toru Abe, Takuo Suganuma)....Pages 263-275
 Fully Autonomous UAV-Based Action Recognition System Using Aerial Imagery  (Han Peng, Abolfazl Razi)....Pages 276-290
 Hierarchical Action Classification with Network Pruning  (Mahdi Davoodikakhki, KangKang Yin)....Pages 291-305
 An Approach Towards Action Recognition Using Part Based Hierarchical Fusion  (Aditya Agarwal, Bipasha Sen)....Pages 306-318
Front Matter ....Pages 319-319
 Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum  (Josh Daniel L. Ong, Erinn Giannice T. Abigan, Luis Gabriel Cajucom, Patricia Angela R. Abu, Ma. Regina Justina E. Estuar)....Pages 321-332
 Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches  (Milad Sikaroudi, Benyamin Ghojogh, Amir Safarpoor, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh)....Pages 333-345
 Multi-label Classification of Panoramic Radiographic Images Using a Convolutional Neural Network  (Leonardo S. Campos, Denis H. P. Salvadeo)....Pages 346-358
 Ink Marker Segmentation in Histopathology Images Using Deep Learning  (Danial Maleki, Mehdi Afshari, Morteza Babaie, H. R. Tizhoosh)....Pages 359-368
 P-FideNet: Plasmodium Falciparum Identification Neural Network  (Daniel Cruz, Maíla Claro, Rodrigo Veras, Luis Vogado, Helano Portela, Nayara Moura et al.)....Pages 369-380
Front Matter ....Pages 381-381
 Lightless Fields: Enhancement and Denoising of Light-Deficient Light Fields  (Carson Vogt, Geng Lyu, Kartic Subr)....Pages 383-396
 FA3D: Fast and Accurate 3D Object Detection  (Selameab S. Demilew, Hamed H. Aghdam, Robert Laganière, Emil M. Petriu)....Pages 397-409
 Generalized Inverted Dirichlet Optimal Predictor for Image Inpainting  (Omar Graja, Fatma Najar, Nizar Bouguila)....Pages 410-421
 BVNet: A 3D End-to-End Model Based on Point Cloud  (Nuo Cheng, Xiaohan Li, Shengguang Lei, Pu Li)....Pages 422-435
 Evaluating Single Image Dehazing Methods Under Realistic Sunlight Haze  (Zahra Anvari, Vassilis Athitsos)....Pages 436-447
Front Matter ....Pages 449-449
 Deep Partial Occlusion Facial Expression Recognition via Improved CNN  (Yujian Chen, Shiguang Liu)....Pages 451-462
 Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation  (Sirine Ammar, Thierry Bouwmans, Nizar Zaghden, Mahmoud Neji)....Pages 463-475
 Controlled AutoEncoders to Generate Faces from Voices  (Hao Liang, Lulan Yu, Guikang Xu, Bhiksha Raj, Rita Singh)....Pages 476-487
 Gender and Age Estimation Without Facial Information from Still Images  (Georgia Chatzitzisi, Michalis Vrigkas, Christophoros Nikou)....Pages 488-500
 Face Reenactment Based Facial Expression Recognition  (Kamran Ali, Charles E. Hughes)....Pages 501-513
Front Matter ....Pages 515-515
 Coarse-to-Fine Object Tracking Using Deep Features and Correlation Filters  (Ahmed Zgaren, Wassim Bouachir, Riadh Ksantini)....Pages 517-529
 Asynchronous Corner Tracking Algorithm Based on Lifetime of Events for DAVIS Cameras  (Sherif A. S. Mohamed, Jawad N. Yasin, Mohammad-Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen et al.)....Pages 530-541
 TAGCN: Topology-Aware Graph Convolutional Network for Trajectory Prediction  (Arindam Biswas, Brendan Tran Morris)....Pages 542-553
 3D Articulated Body Model Using Anthropometric Control Points and an Articulation Video  (Chenxi Li, Fernand Cohen)....Pages 554-565
 Body Motion Analysis for Golf Swing Evaluation  (Jen Jui Liu, Jacob Newman, Dah-Jye Lee)....Pages 566-577
Front Matter ....Pages 579-579
 Simulation of High-Definition Pixel-Headlights  (Mirko Waldner, Torsten Bertram)....Pages 581-592
 ConcurrentHull: A Fast Parallel Computing Approach to the Convex Hull Problem  (Sina Masnadi, Joseph J. LaViola Jr.)....Pages 593-605
 A Data-Driven Creativity Measure for 3D Shapes  (Manfred Lau, Luther Power)....Pages 606-614
Front Matter ....Pages 615-615
 Walking in a Crowd Full of Virtual Characters: Effects of Virtual Character Appearance on Human Movement Behavior  (Michael G. Nelson, Angshuman Mazumdar, Saad Jamal, Yingjie Chen, Christos Mousas)....Pages 617-629
 Improving Chinese Reading Comprehensions of Dyslexic Children via VR Reading  (Billy C. Y. Fu, Zackary P. T. Sin, Peter H. F. Ng, Alice Cheng-Lai)....Pages 630-641
 Improving User Experience in Augmented Reality Mirrors with 3D Displays  (Gun A. Lee, Hye Sun Park, Seungwon Kim, Mark Billinghurst)....Pages 642-653
 Passenger Anxiety About Virtual Driver Awareness During a Trip with a Virtual Autonomous Vehicle  (Alexandros Koilias, Christos Mousas, Banafsheh Rekabdar, Christos-Nikolaos Anagnostopoulos)....Pages 654-665
 Investigating the Effects of Display Fidelity of Popular Head-Mounted Displays on Spatial Updating and Learning in Virtual Reality  (Bryson Rudolph, Geoff Musick, Leah Wiitablake, Kelly B. Lazar, Catherine Mobley, D. Matthew Boyer et al.)....Pages 666-679
Front Matter ....Pages 681-681
 Natural Disaster Building Damage Assessment Using a Two-Encoder U-Net  (William Ermlick, Nick Newman, Devayani Pawar, Tyler Richardett, Christian Conroy, James Baldo et al.)....Pages 683-695
 Understanding Flooding Detection Using Overhead Imagery - Lessons Learned  (Abdullah Said, Omar Shaat, Po-Hsuan Su, Philip Bogden, Robert Kraig, Marc Bosch)....Pages 696-706
 Hyperspectral Image Classification via Pyramid Graph Reasoning  (Tinghuai Wang, Guangming Wang, Kuan Eeik Tan, Donghui Tan)....Pages 707-718
 Semi-supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications  (Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis, Evangelos Maltezos)....Pages 719-730
 Scene Classification of Remote Sensing Images Based on ConvNet Features and Multi-grained Forest  (Ronald Tombe, Serestina Viriri, Jean Vincent Fonou Dombeu)....Pages 731-740
Back Matter ....Pages 741-745