Table of Contents

• Deep Learning for Detection of Railway Signs and SignalsGeorgios Karagiannis, Søren I. Olsen, Kim Steenstrup Pedersen. 1-15 [doi]
• 3D Conceptual Design Using Deep LearningZhangsihao Yang, Haoliang Jiang, Lan Zou. 16-26 [doi]
• The Effect of Color Channel Representations on the Transferability of Convolutional Neural NetworksJavier Díaz-Cely, Carlos Arce-Lopera, Juan Cardona Mena, Lina Quintero. 27-38 [doi]
• Weakly Supervised Deep Metric Learning for Template MatchingDavit Buniatyan, Sergiy Popovych, Dodam Ih, Thomas Macrina, Jonathan Zung, H. Sebastian Seung. 39-58 [doi]
• Nature Inspired Meta-heuristic Algorithms for Deep Learning: Recent Progress and Novel PerspectiveHaruna Chiroma, Abdulsalam Ya'u Gital, Nadim Rana, Shafii Muhammad Abdulhamid, Amina Nuhu Muhammad, Aishatu Yahaya Umar, Adamu I. Abubakar. 59-70 [doi]
• Transfer Probability Prediction for Traffic Flow with Bike Sharing Data: A Deep Learning ApproachWenwen Tu, Hengyi Liu. 71-85 [doi]
• CanvasGAN: A Simple Baseline for Text to Image Generation by Incrementally Patching a CanvasAmanpreet Singh, Sharan Agrawal. 86-98 [doi]
• Unsupervised Dimension Reduction for Image Classification Using Regularized Convolutional Auto-EncoderChaoyang Xu, Ling Wu, Shiping Wang. 99-108 [doi]
• ISRGAN: Improved Super-Resolution Using Generative Adversarial NetworksVishal M. Chudasama, Kishor P. Upla. 109-127 [doi]
• Deep Learning vs. Traditional Computer VisionNiall O' Mahony, Sean Campbell, Anderson Carvalho, Suman Harapanahalli, Gustavo Adolfo Velasco-Hernández, Lenka Krpalkova, Daniel Riordan, Joseph Walsh. 128-144 [doi]
• Self-localization from a 360-Degree Camera Based on the Deep Neural NetworkShintaro Hashimoto, Kosuke Namihira. 145-158 [doi]
• Deep Cross-Modal Age EstimationAli Aminian, Guevara Noubir. 159-177 [doi]
• Multi-stage Reinforcement Learning for Object DetectionJonas König, Simon Malberg, Martin Martens, Sebastian Niehaus, Artus Krohn-Grimberghe, Arunselvan Ramaswamy. 178-191 [doi]
• Road Weather Condition Estimation Using Fixed and Mobile Based CamerasKoray Ozcan, Anuj Sharma, Skylar Knickerbocker, Jennifer Merickel, Neal Hawkins, Matthew Rizzo. 192-204 [doi]
• Robust Pedestrian Detection Based on Parallel Channel Cascade NetworkJiaojiao He, Yongping Zhang, Tuozhong Yao. 205-221 [doi]
• Novel Scheme for Image Encryption and Decryption Based on a Hermite-Gaussian MatrixMohammed Alsaedi. 222-236 [doi]
• MAP Interpolation of an Ising Image BlockMatthew G. Reyes, David L. Neuhoff, Thrasyvoulos N. Pappas. 237-256 [doi]
• Volumetric Data Exploration with Machine Learning-Aided Visualization in Neutron ScienceYawei Hui, Yaohua Liu. 257-271 [doi]
• License Plate Character Recognition Using Binarization and Convolutional Neural NetworksSandeep Angara, Melvin Robinson. 272-283 [doi]
• 3D-Holograms in Real Time for Representing Virtual ScenariosJesús Jaime Moreno Escobar, Oswaldo Morales Matamoros, Ricardo Tejeida Padilla, Juan Pablo Francisco Posadas-Durán. 284-302 [doi]
• A Probabilistic Superpixel-Based Method for Road Crack Network DetectionJ. Josiah Steckenrider, Tomonari Furukawa. 303-316 [doi]
• Using Aerial Drone Photography to Construct 3D Models of Real World Objects in an Effort to Decrease Response Time and Repair Costs Following Natural DisastersGil Eckert, Steven Cassidy, Nianqi Tian, Mahmoud E. Shabana. 317-325 [doi]
• Image Recognition Model over Augmented Reality Based on Convolutional Neural Networks Through Color-Space SegmentationAndrés Ovidio Restrepo Rodríguez, Daniel Esteban Casas Mateus, Paulo Alonso Gaona García, Carlos Enrique Montenegro Marín. 326-338 [doi]
• License Plate Detection and Recognition: An Empirical StudyMd. J. Rahman, S. S. Beauchemin, Michael Anthony Bauer. 339-349 [doi]
• Automatic Object Segmentation Based on GrabCutFeng Jiang, Yan Pang, ThienNgo N. Lee, Chao Liu. 350-360 [doi]
• Vertebral Body Compression Fracture DetectionAhmet Ilhan, Serife Kaba, Enver Kneebone. 361-368 [doi]
• PZnet: Efficient 3D ConvNet Inference on Manycore CPUsSergiy Popovych, Davit Buniatyan, Aleksandar Zlateski, Kai Li, H. Sebastian Seung. 369-383 [doi]
• Evaluating Focal Stack with Compressive SensingMohammed Abuhussein, Aaron L. Robinson. 384-393 [doi]
• SfM Techniques Applied in Bad Lighting and Reflection Conditions: The Case of a Museum ArtworkLaura Inzerillo. 394-401 [doi]
• Fast Brain Volumetric Segmentation from T1 MRI ScansAnanya Anand, Namrata Anand. 402-415 [doi]
• No-reference Image Denoising Quality AssessmentSi Lu. 416-433 [doi]
• Plant Leaf Disease Detection Using Adaptive Neuro-Fuzzy ClassificationHiteshwari Sabrol, Satish Kumar. 434-443 [doi]
• Fusion of CNN- and COSFIRE-Based Features with Application to Gender Recognition from Face ImagesFrans J. Simanjuntak, George Azzopardi. 444-458 [doi]
• Standardization of the Shape of Ground Control Point (GCP) and the Methodology for Its Detection in Images for UAV-Based Mapping ApplicationsAman Jain, Milind Mahajan, Radha Saraf. 459-476 [doi]
• Non-linear-Optimization Using SQP for 3D Deformable Prostate Model Pose Estimation in Minimally Invasive SurgeryDaniele Amparore, Enrico Checcucci, Marco Gribaudo, Pietro Piazzolla, Francesco Porpiglia, Enrico Vezzetti. 477-496 [doi]
• TLS-Point Clouding-3D Shape Deflection MonitoringGichun Cha, Byungjoon Yu, Sehwan Park, Seunghee Park. 497-502 [doi]
• From Videos to URLs: A Multi-Browser Guide to Extract User's Behavior with Optical Character RecognitionMojtaba Heidarysafa, James Reed, Kamran Kowsari, April Celeste R. Leviton, Janet I. Warren, Donald E. Brown. 503-514 [doi]
• 3D Reconstruction Under Weak Illumination Using Visibility-Enhanced LDR ImageryNader H. Aldeeb, Olaf Hellwich. 515-534 [doi]
• DynFace: A Multi-label, Dynamic-Margin-Softmax Face Recognition ModelMarius D. Cordea, Bogdan Ionescu, Cristian Gadea, Dan Ionescu. 535-550 [doi]
• Towards Resolving the Kidnapped Robot Problem: Topological Localization from Crowdsourcing and Georeferenced ImagesSotirios Diamantas. 551-563 [doi]
• Using the Z-bellSM Test to Remediate Spatial Deficiencies in Non-Image-Forming Retinal ProcessingClark Elliott, Cynthia Putnam, Deborah Zelinsky, Daniel Spinner, Silpa Vipparti, Abhinit Nitin Parelkar. 564-579 [doi]
• Learning of Shape Models from Exemplars of Biological Objects in ImagesPetra Perner. 580-599 [doi]
• A New Technique for Laser Spot Detection and Tracking by Using Optical Flow and Kalman FilterXiuli Wang, Ming Yang, Lalit Gupta, Yang Bai. 600-613 [doi]
• Historical Document Image Binarization Based on Edge Contrast InformationZhenjiang Li, Weilan Wang, Zhengqi Cai. 614-628 [doi]
• Development and Laboratory Testing of a Multipoint Displacement Monitoring SystemDarragh Lydon, Su Taylor, Des Robinson, F. Necati Catbas, Myra Lydon. 629-638 [doi]
• Quantitative Comparison of White Matter Segmentation for Brain MR ImagesXianping Li, Jorgue Martinez. 639-647 [doi]
• Evaluating the Implementation of Deep Learning in LibreHealth Radiology on Chest X-RaysSaptarshi Purkayastha, Surendra Babu Buddi, Siddhartha Nuthakki, Bhawana Yadav, Judy W. Gichoya. 648-657 [doi]
• Illumination-Invariant Face Recognition by Fusing Thermal and Visual Images via Gradient TransferSumit Agarwal, Harshit S. Sikchi, Suparna Rooj, Shubhobrata Bhattacharya, Aurobinda Routray. 658-670 [doi]
• An Attention-Based CNN for ECG ClassificationAlexander Kuvaev, Roman Khudorozhkov. 671-677 [doi]
• Reverse Engineering of Generic Shapes Using Quadratic Spline and Genetic AlgorithmMisbah Irshad, Munazza Azam, Muhammad Sarfraz, Malik Zawwar Hussain. 678-686 [doi]
• Bayesian Estimation for Fast Sequential Diffeomorphic Image VariabilityYoushan Zhang. 687-699 [doi]
• Copyright Protection and Content Authentication Based on Linear Cellular Automata Watermarking for 2D Vector MapsSaleh Al-Ardhi, Vijey Thayananthan, Abdullah Basuhail. 700-719 [doi]
• Adapting Treemaps to Student Academic Performance VisualizationSamira Keivanpour. 720-728 [doi]
• Systematic Mobile Device Usage Behavior and Successful Implementation of TPACK Based on University Students NeedSyed Far Abid Hossain, Yang Ying, Swapan Kumar Saha. 729-746 [doi]
• Data Analysis of Tourists' Online Reviews on Restaurants in a Chinese WebsiteMeng Jiajia, Gee-Woo Bock. 747-757 [doi]
• Body of Knowledge Model and Linked Data Applied in Development of Higher Education CurriculumPablo-Alejandro Quezada-Sarmiento, Liliana Enciso, Lorena Conde, Monica Patricia Mayorga-Diaz, Martha Elizabeth Guaigua-Vizcaino, Wilmar Hernandez, Hironori Washizaki. 758-773 [doi]
• Building Adaptive Industry Cartridges Using a Semi-supervised Machine Learning MethodLucia Larise Stavarache. 774-788 [doi]
• Decision Making with Linguistic Information for the Development of New ProductsSantiago Zapata Caceres, Ramirez Luis Escobar, Alvaro N. Ponce. 789-798 [doi]
• Researcher Profile Ontology for Academic EnvironmentMaricela Bravo, José A. Reyes-Ortiz, Isabel Cruz-Ruiz. 799-817 [doi]