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2nd ICSM 2019: San Diego, CA, USA
- Troy McDaniel
, Stefano Berretti
Smart Multimedia - Second International Conference, ICSM 2019, San Diego, CA, USA, December 16-18, 2019, Revised Selected Papers. Lecture Notes in Computer Science 12015, Springer 2020, ISBN 978-3-030-54406-5
3D Mesh and Depth Image Processing
- Bilal Taha, Munawar Hayat
Fused Geometry Augmented Images for Analyzing Textured Mesh. 3-12 - Gabriel Lugo Bustillo
Textureless Object Recognition Using an RGB-D Sensor. 13-27 - Claudio Tortorici
CSIOR: An Ordered Structured Resampling of Mesh Surfaces. 28-41
Image Understanding
- Xuanyi Wu, Xin Gao, Chenqiu Zhao, Jiangzheng Wu, Anup Basu:
Background Subtraction by Difference Clustering. 45-56 - Kushal Mahalingaiah, Harsh Sharma, Priyanka Kaplish, Irene Cheng:
Semantic Learning for Image Compression (SLIC). 57-66 - Yingnan Ma, Guanfang Dong, Chenqiu Zhao, Anup Basu, Zhengjiang Wu:
Background Subtraction Based on Principal Motion for a Freely Moving Camera. 67-78
Miscellaneous
- Hikmat Adhami, Mohammad Al Ja'afreh, Abdulmotaleb El-Saddik
Ontology Based Framework for Tactile Internet Applications. 81-86 - Subhayan Mukherjee
Potential of Deep Features for Opinion-Unaware, Distortion-Unaware, No-Reference Image Quality Assessment. 87-95 - Hawazin Faiz Badawi
Non-invasive Lactate Threshold Estimation Using Machine Learning. 96-104
Smart Multimedia for Citizen-Centered Smart Living
- Sethuraman Panchanathan, Ramin Tadayon, Troy McDaniel
An Interdisciplinary Framework for Citizen-Centered Smart Cities and Smart Living. 107-122 - Pedro Ponce, Edgar Omar López
Implementing Robotic Platforms for Therapies Using Qualitative Factors in Mexico. 123-131 - Bijan Fakhri, Troy McDaniel, Heni Ben Amor, Hemanth Venkateswara, Abhik Chowdhury, Sethuraman Panchanathan:
Foveated Haptic Gaze. 132-144
3D Perception and Applications
- John Brandon Graham-Knight, Kymora Scotland, Victor K. F. Wong, Abtin Djavadifar, Dirk Lange, Ben Chew, Patricia Lasserre, Homayoun Najjaran
Accurate Kidney Segmentation in CT Scans Using Deep Transfer Learning. 147-157 - Xuzhan Chen, Youping Chen, Homayoun Najjaran
End to End Robust Point-Cloud Alignment Using Unsupervised Deep Learning. 158-168 - Nastaran Radmehr, Mehran Mehrandezh, Christine W. Chan:
Homography-Based Vehicle Pose Estimation from a Single Image by Using Machine-Learning for Wheel-Region and Tire-Road Contact Point Detection. 169-179
Video Applications
- Corey D. C. Heath, Tracey Heath, Troy McDaniel, Hemanth Venkateswara, Sethuraman Panchanathan:
Using Participatory Design to Create a User Interface for Analyzing Pivotal Response Treatment Video Probes. 183-198 - Abtin Djavadifar, John Brandon Graham-Knight, Kashish Gupta, Marian Körber, Patricia Lasserre, Homayoun Najjaran
Robot-Assisted Composite Manufacturing Based on Machine Learning Applied to Multi-view Computer Vision. 199-211 - Igor D. D. Curcio
Tile Priorities in Adaptive 360-Degree Video Streaming. 212-223 - Neeraj J. Gadgil, Guan-Ming Su:
Improving Temporal Stability in Inverse Tone-Mapped High Dynamic Range Video. 224-233
Multimedia in Medicine
- Christopher West
Assessing the Capability of Deep-Learning Models in Parkinson's Disease Diagnosis. 237-247 - Xiaocong Ma
Remote Photoplethysmography (rPPG) for Contactless Heart Rate Monitoring Using a Single Monochrome and Color Camera. 248-262
Haptics and Applications
- Sylvain Bouchigny, Julien Davrou, Christine Mégard, Laurent Eck, Elie Cattan, Matthieu Nesme, François Faure, Bernard Devauchelle:
A Simulation Platform for Early Haptic Training in Surgical and Medical Education. 265-273 - Brayden Kent, Angelica Cusipag, Carlos Rossa:
Tissue Discrimination Through Force-Feedback from Impedance Spectroscopy in Robot-Assisted Surgery. 274-285 - Angel Ricardo Licona, Guillermo Zamora de la Pena, Oscar Diaz Cruz, Arnaud Lelevé
Towards a Dual-User Haptic Training System User Feedback Setup. 286-297
Smart Multimedia Beyond the Visible Spectrum
- Ximing Zhang, Xuewu Fan, Shujuan Luo:
Cascaded Region Proposal Networks for Proposal-Based Tracking. 301-314 - Shangzhen Song, Huixin Zhou, Zhe Zhang, Yixin Yang, Pei Xiang, Juan Du, Jiajia Zhang:
Low-Rank & Sparse Matrix Decomposition and Support Vector Machine for Hyperspectral Anomaly Detection. 315-321 - Wei Tan
Infrared and Visual Image Fusion via Multi-modal Decomposition and PCNN in Gradient Domain Fusion Measure. 322-329 - Juan Du, Jiajia Zhang, Zhe Zhang, Wei Tan
RCA-NET: Image Recovery Network with Channel Attention Group for Image Dehazing. 330-337
Machine Learning for Multimedia
- Bhadrinath Nagabandi, Andrew Dudley, Hemanth Venkateswara, Sethuraman Panchanathan:
Certain and Consistent Domain Adaptation. 341-356 - Andrew Dudley, Bhadrinath Nagabandi, Hemanth Venkateswara, Sethuraman Panchanathan:
Domain Adaptive Fusion for Adaptive Image Classification. 357-371 - Jannatul Mourey, Ava Sehat Niaki, Priyanka Kaplish, Rupali Gupta:
Human Body Fall Recognition System. 372-380
Image Segmentation and Processing
- Xianting Ke, Lingling An
Race Classification Based Iris Image Segmentation. 383-393 - Bin Han:
Level Sets Driven by Adaptive Hybrid Region-Based Energy for Medical Image Segmentation. 394-402 - Yibin Wang, Shibai Yin, Jia Zheng:
Traffic Image Dehazing Based on Wavelength Related Physical Imaging Model. 403-413
Biometrics
- Chengsheng Yuan, Q. M. Jonathan Wu:
Fingerprint Liveness Detection Based on Multi-modal Fine-Grained Feature Fusion. 417-428 - Harsh Sharma, Changjiang Liu, Irene Cheng:
Synthetic Aerial Image Generation and Runway Segmentation. 429-438 - Kushal Mahalingaiah, Bruce Matichuk:
ProDeblurGAN: Progressive Growing of GANs for Blind Motion Deblurring in Face Recognition. 439-450
3D and Image Processing
- Leland Jansen, Nathan Liebrecht, Sara Soltaninejad, Anup Basu:
3D Object Classification Using 2D Perspectives of Point Clouds. 453-462 - Jianfei Ma, Ruoyang Song, Tao Han, Arturo Sanchez-Azofeifa, Anup Basu:
Poisson Surface Reconstruction from LIDAR for Buttress Root Volume Estimation. 463-471 - Xinggang Liu, Changjiang Liu
Fog Removal of Aerial Image Based on Gamma Correction and Guided Filtering. 472-479
Smart Social and Connected Household Products
- José Martín Molina Espinosa, Jhonattan Miranda, Daniel Cortés
3D Virtual Environments to Support New Product Development: A Mobile Platform Based on an Open Innovation Laboratory Applied in Higher Education. 483-496 - Manuel Avila Ramírez
Simulation Framework for Load Management and Behavioral Energy Efficiency Analysis in Smart Homes. 497-508 - Juana Isabel Méndez
S4 Product Design Framework: A Gamification Strategy Based on Type 1 and 2 Fuzzy Logic. 509-524 - Edgar Omar López-Caudana
Improving the Attention Span of Elementary School Children in Mexico Through a S4 Technology Platform. 525-532
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