Smart Multimedia: Second International Conference, ICSM 2019, San Diego, CA, USA, December 16–18, 2019, Revised Selected Papers (Information Systems and ... incl. Internet/Web, and HCI Book 12015)

This book constitutes the proceedings of the Second International Conference on Smart Multimedia, ICSM 2019, which was held in San Diego, CA, USA, in December 2019. The 45 papers presented were selected from about 100 submissions and are grouped in sections on 3D mesh and depth image processing; image understanding; miscellaneous; smart multimedia for citizen-centered smart living; 3D perception and applications; video applications; multimedia in medicine; haptics and applications; smart multimedia beyond the visible spectrum; machine learning for multimedia; image segmentation and processing; biometrics; 3D and image processing; and smart social and connected household products. Front Matter ....Pages i-xv Front Matter ....Pages 1-1 Fused Geometry Augmented Images for Analyzing Textured Mesh (Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi)....Pages 3-12 Textureless Object Recognition Using an RGB-D Sensor (Gabriel Lugo, Nasim Hajari, Ashley Reddy, Irene Cheng)....Pages 13-27 CSIOR: An Ordered Structured Resampling of Mesh Surfaces (Claudio Tortorici, Mohamed Riahi, Stefano Berretti, Naoufel Werghi)....Pages 28-41 Front Matter ....Pages 43-43 Background Subtraction by Difference Clustering (Xuanyi Wu, Xin Gao, Chenqiu Zhao, Jiangzheng Wu, Anup Basu)....Pages 45-56 Semantic Learning for Image Compression (SLIC) (Kushal Mahalingaiah, Harsh Sharma, Priyanka Kaplish, Irene Cheng)....Pages 57-66 Background Subtraction Based on Principal Motion for a Freely Moving Camera (Yingnan Ma, Guanfang Dong, Chenqiu Zhao, Anup Basu, Zhengjiang Wu)....Pages 67-78 Front Matter ....Pages 79-79 Ontology Based Framework for Tactile Internet Applications (Hikmat Adhami, Mohammad Al Ja’afreh, Abdulmotaleb El Saddik)....Pages 81-86 Potential of Deep Features for Opinion-Unaware, Distortion-Unaware, No-Reference Image Quality Assessment (Subhayan Mukherjee, Giuseppe Valenzise, Irene Cheng)....Pages 87-95 Non-invasive Lactate Threshold Estimation Using Machine Learning (Hawazin Faiz Badawi, Fedwa Laamarti, Ken Brunet, Ed McNeely, Abdulmotaleb El Saddik)....Pages 96-104 Front Matter ....Pages 105-105 An Interdisciplinary Framework for Citizen-Centered Smart Cities and Smart Living (Sethuraman Panchanathan, Ramin Tadayon, Troy McDaniel, Vipanchi Chacham)....Pages 107-122 Implementing Robotic Platforms for Therapies Using Qualitative Factors in Mexico (Pedro Ponce, Edgar Omar Lopez, Arturo Molina)....Pages 123-131 Foveated Haptic Gaze (Bijan Fakhri, Troy McDaniel, Heni Ben Amor, Hemanth Venkateswara, Abhik Chowdhury, Sethuraman Panchanathan)....Pages 132-144 Front Matter ....Pages 145-145 Accurate Kidney Segmentation in CT Scans Using Deep Transfer Learning (John Brandon Graham-Knight, Kymora Scotland, Victor KF. Wong, Abtin Djavadifar, Dirk Lange, Ben Chew et al.)....Pages 147-157 End to End Robust Point-Cloud Alignment Using Unsupervised Deep Learning (Xuzhan Chen, Youping Chen, Homayoun Najjaran)....Pages 158-168 Homography-Based Vehicle Pose Estimation from a Single Image by Using Machine-Learning for Wheel-Region and Tire-Road Contact Point Detection (Nastaran Radmehr, Mehran Mehrandezh, Christine Chan)....Pages 169-179 Front Matter ....Pages 181-181 Using Participatory Design to Create a User Interface for Analyzing Pivotal Response Treatment Video Probes (Corey D. C. Heath, Tracey Heath, Troy McDaniel, Hemanth Venkateswara, Sethuraman Panchanathan)....Pages 183-198 Robot-Assisted Composite Manufacturing Based on Machine Learning Applied to Multi-view Computer Vision (Abtin Djavadifar, John Brandon Graham-Knight, Kashish Gupta, Marian Körber, Patricia Lasserre, Homayoun Najjaran)....Pages 199-211 Tile Priorities in Adaptive 360-Degree Video Streaming (Igor D. D. Curcio, Dmitrii Monakhov, Ari Hourunranta, Emre Baris Aksu)....Pages 212-223 Improving Temporal Stability in Inverse Tone-Mapped High Dynamic Range Video (Neeraj J. Gadgil, Guan-Ming Su)....Pages 224-233 Front Matter ....Pages 235-235 Assessing the Capability of Deep-Learning Models in Parkinson’s Disease Diagnosis (Christopher West, Sara Soltaninejad, Irene Cheng)....Pages 237-247 Remote Photoplethysmography (rPPG) for Contactless Heart Rate Monitoring Using a Single Monochrome and Color Camera (Xiaocong Ma, Diana P. Tobón, Abdulmotaleb El Saddik)....Pages 248-262 Front Matter ....Pages 263-263 A Simulation Platform for Early Haptic Training in Surgical and Medical Education (Sylvain Bouchigny, Julien Davrou, Christine Mégard, Laurent Eck, Elie Cattan, Matthieu Nesme et al.)....Pages 265-273 Tissue Discrimination Through Force-Feedback from Impedance Spectroscopy in Robot-Assisted Surgery (Brayden Kent, Angelica Cusipag, Carlos Rossa)....Pages 274-285 Towards a Dual-User Haptic Training System User Feedback Setup (Angel Ricardo Licona, Guillermo Zamora de la Pena, Oscar Diaz Cruz, Arnaud Lelevé, Damien Ebérard, Minh Tu Pham)....Pages 286-297 Front Matter ....Pages 299-299 Cascaded Region Proposal Networks for Proposal-Based Tracking (Ximing Zhang, Xuewu Fan, Shujuan Luo)....Pages 301-314 Low-Rank & Sparse Matrix Decomposition and Support Vector Machine for Hyperspectral Anomaly Detection (Shangzhen Song, Huixin Zhou, Zhe Zhang, Yixin Yang, Pei Xiang, Juan Du et al.)....Pages 315-321 Infrared and Visual Image Fusion via Multi-modal Decomposition and PCNN in Gradient Domain Fusion Measure (Wei Tan, Jiajia Zhang, Kun Qian, Juan Du, Pei Xiang, Huixin Zhou)....Pages 322-329 RCA-NET: Image Recovery Network with Channel Attention Group for Image Dehazing (Juan Du, Jiajia Zhang, Zhe Zhang, Wei Tan, Shangzhen Song, Huixin Zhou)....Pages 330-337 Front Matter ....Pages 339-339 Certain and Consistent Domain Adaptation (Bhadrinath Nagabandi, Andrew Dudley, Hemanth Venkateswara, Sethuraman Panchanathan)....Pages 341-356 Domain Adaptive Fusion for Adaptive Image Classification (Andrew Dudley, Bhadrinath Nagabandi, Hemanth Venkateswara, Sethuraman Panchanathan)....Pages 357-371 Human Body Fall Recognition System (Jannatul Mourey, Ava Sehat Niaki, Priyanka Kaplish, Rupali Gupta)....Pages 372-380 Front Matter ....Pages 381-381 Race Classification Based Iris Image Segmentation (Xianting Ke, Lingling An, Qingqi Pei, Xuyu Wang)....Pages 383-393 Level Sets Driven by Adaptive Hybrid Region-Based Energy for Medical Image Segmentation (Bin Han)....Pages 394-402 Traffic Image Dehazing Based on Wavelength Related Physical Imaging Model (Yibin Wang, Shibai Yin, Jia Zheng)....Pages 403-413 Front Matter ....Pages 415-415 Fingerprint Liveness Detection Based on Multi-modal Fine-Grained Feature Fusion (Chengsheng Yuan, Q. M. Jonathan Wu)....Pages 417-428 Synthetic Aerial Image Generation and Runway Segmentation (Harsh Sharma, Changjiang Liu, Irene Cheng)....Pages 429-438 ProDeblurGAN: Progressive Growing of GANs for Blind Motion Deblurring in Face Recognition (Kushal Mahalingaiah, Bruce Matichuk)....Pages 439-450 Front Matter ....Pages 451-451 3D Object Classification Using 2D Perspectives of Point Clouds (Leland Jansen, Nathan Liebrecht, Sara Soltaninejad, Anup Basu)....Pages 453-462 Poisson Surface Reconstruction from LIDAR for Buttress Root Volume Estimation (Jianfei Ma, Ruoyang Song, Tao Han, Arturo Sanchez-Azofeifa, Anup Basu)....Pages 463-471 Fog Removal of Aerial Image Based on Gamma Correction and Guided Filtering (Xinggang Liu, Changjiang Liu, Hengyou Lan)....Pages 472-479 Front Matter ....Pages 481-481 3D Virtual Environments to Support New Product Development: A Mobile Platform Based on an Open Innovation Laboratory Applied in Higher Education (José Martín Molina Espinosa, Jhonattan Miranda, Daniel Cortés, Jorge Medina, Arturo Molina)....Pages 483-496 Simulation Framework for Load Management and Behavioral Energy Efficiency Analysis in Smart Homes (Manuel Avila, Pedro Ponce, Arturo Molina, Katya Romo)....Pages 497-508 S4 Product Design Framework: A Gamification Strategy Based on Type 1 and 2 Fuzzy Logic (J. I. Méndez, P. Ponce, A. Meier, T. Peffer, O. Mata, A. Molina)....Pages 509-524 Improving the Attention Span of Elementary School Children in Mexico Through a S4 Technology Platform (Edgar Lopez-Caudana, Pedro Ponce, Nancy Mazon, Luis Marquez, Ivan Mejia, Germán Baltazar)....Pages 525-532 Back Matter ....Pages 533-540