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Smart Multimedia

First International Conference, ICSM 2018, Toulon, France, August 24–26, 2018, Revised Selected Papers

  • Anup Basu
  • Stefano Berretti
Conference proceedings ICSM 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11010)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 11010)

Table of contents

  1. Front Matter
    Pages I-XIV
    PDF

  2. Social, Affective and Cognition Analysis

    1. Front Matter
      Pages 1-1
      PDF
    2. Tactile Facial Action Units Toward Enriching Social Interactions for Individuals Who Are Blind
      Troy McDaniel, Samjhana Devkota, Ramin Tadayon, Bryan Duarte, Bijan Fakhri, Sethuraman Panchanathan
      Pages 3-14
    3. Affectional Ontology and Multimedia Dataset for Sentiment Analysis
      Rana Abaalkhail, Fatimah Alzamzami, Samah Aloufi, Rajwa Alharthi, Abdulmotaleb El Saddik
      Pages 15-28
    4. Predicting Student Seating Distribution Based on Social Affinity
      Zhao Pei, Miaomiao Pan, Kang Liao, Miao Ma, Chengcai Leng
      Pages 29-38
    5. Spatio-Temporal Eye Gaze Data Analysis to Better Understand Team Cognition
      Nasim Hajari, Wenjing He, Irene Cheng, Anup Basu, Bin Zheng
      Pages 39-48

  3. Person-Centered Smart Multimedia: Serving People with Disabilities to the General Population

    1. Front Matter
      Pages 49-49
      PDF
    2. Person-Centric Multimedia: How Research Inspirations from Designing Solutions for Individual Users Benefits the Broader Population
      Sethuraman Panchanathan, Ramin Tadayon, Hemanth Venkateswara, Troy McDaniel
      Pages 51-65
    3. Deep Reinforcement Learning Methods for Navigational Aids
      Bijan Fakhri, Aaron Keech, Joel Schlosser, Ethan Brooks, Hemanth Venkateswara, Sethuraman Panchanathan et al.
      Pages 66-75

  4. Haptic and Robots for Smart Multimedia Applications

    1. Front Matter
      Pages 77-77
      PDF
    2. A Pneumatic Haptic Probe Replica for Tele-Robotized Ultrasonography
      Ibrahim Abdallah, Fabrice Gatwaza, Nicolas Morette, Arnaud Lelevé, Cyril Novales, Laurence Nouaille et al.
      Pages 79-89
    3. Haptic Vision: Augmenting Non-visual Travel and Accessing Environmental Information at a Distance
      Bryan Duarte, Troy McDaniel, Ramin Tadayon, Samjhana Devkota, Gracie Strasser, CeCe Ramey et al.
      Pages 90-101
    4. Robotic Catheter for Endovascular Surgery Using 3D Magnetic Guidance
      Amir Pournajib, Anup Basu
      Pages 102-109
    5. Haptic Training in a Virtual Environment to Train Cognitive Functions of Medical Students: Work in Progress
      Nemanja Babic, Charles Barnouin, Benjamin De Witte, Arnaud Lelevé, Richard Moreau, Minh Tu Pham et al.
      Pages 110-120

  5. MR, 3D, Underwater Image Processing

    1. Front Matter
      Pages 121-121
      PDF
    2. Towards Maritime Videosurveillance Using 4K Videos
      V. Marié, I. Bechar, F. Bouchara
      Pages 123-133
    3. A Heterogeneous Image Fusion Algorithm Based on LLC Coding
      Bing Zhu, Weixin Gao, Xiaomeng Wu, Ruixing Yu
      Pages 134-144
    4. Towards the Identification of Parkinson’s Disease Using only T1 MR Images
      Sara Soltaninejad, Irene Cheng, Anup Basu
      Pages 145-156
    5. Atlas-Free Method of Periventricular Hemorrhage Detection from Preterm Infants’ T1 MR Images
      Subhayan Mukherjee, Irene Cheng, Anup Basu
      Pages 157-168

  6. When Smart Signal Processing Meets Smart Sensing

    1. Front Matter
      Pages 169-169
      PDF
    2. When Smart Signal Processing Meets Smart Imaging
      Bihan Wen, Guan-Ming Su
      Pages 171-182
    3. A Regularized Nonnegative Third Order Tensor decomposition Using a Primal-Dual Projected Gradient Algorithm: Application to 3D Fluorescence Spectroscopy
      Karima El Qate, Mohammed El Rhabi, Abdelilah Hakim, Eric Moreau, Nadàge Thirion-Moreau
      Pages 183-192
    4. Adaptive Dithering Using Curved Markov-Gaussian Noise in the Quantized Domain for Mapping SDR to HDR Image
      Subhayan Mukherjee, Guan-Ming Su, Irene Cheng
      Pages 193-203

  7. Visual Behavior Analysis: Methods and Applications

    1. Front Matter
      Pages 205-205
      PDF
    2. A Flexible Method for Time-of-Flight Camera Calibration Using Random Forest
      Chi Xu, Cheng Li
      Pages 207-218
    3. A Survey on Vision-Based Hand Gesture Recognition
      Taiqian Wang, Yande Li, Junfeng Hu, Aamir Khan, Li Liu, Caihong Li et al.
      Pages 219-231

  8. Video Analysis

    1. Front Matter
      Pages 233-233
      PDF
    2. Research on Path Planning Method of an Unmanned Vehicle in Urban Road Environments
      Yu Ruixing, Zhu Bing, Cao Meng, Zhao Xiao, Wang Jiawen
      Pages 235-247
    3. Detecting Attention in Pivotal Response Treatment Video Probes
      Corey D. C. Heath, Hemanth Venkateswara, Troy McDaniel, Sethuraman Panchanathan
      Pages 248-259
    4. Person Authentication by Air-Writing Using 3D Sensor and Time Order Stroke Context
      Lee-Wen Chiu, Jun-Wei Hsieh, Chin-Rong Lai, Hui-Fen Chiang, Shyi-Chy Cheng, Kuo-Chin Fan
      Pages 260-273
    5. Synthetic Vision Assisted Real-Time Runway Detection for Infrared Aerial Images
      Changjiang Liu, Irene Cheng, Anup Basu
      Pages 274-281

  9. Learning

    1. Front Matter
      Pages 283-283
      PDF
    2. Detection-Based Online Multi-target Tracking via Adaptive Subspace Learning
      Jyoti Nigam, Krishan Sharma, Renu M. Rameshan
      Pages 285-295
    3. A Deep Learning Approach to Predict Crowd Behavior Based on Emotion
      Elizabeth B. Varghese, Sabu M. Thampi
      Pages 296-307
    4. Object Tracking in Hyperspectral Videos with Convolutional Features and Kernelized Correlation Filter
      Kun Qian, Jun Zhou, Fengchao Xiong, Huixin Zhou, Juan Du
      Pages 308-319
    5. Learning 3DMM Deformation Coefficients for Rendering Realistic Expression Images
      Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo
      Pages 320-333
    6. Semi-supervised Adversarial Image-to-Image Translation
      Jose Eusebio, Hemanth Venkateswara, Sethuraman Panchanathan
      Pages 334-344
    7. A Step Beyond Generative Multi-adversarial Networks
      Aman Singh
      Pages 345-356
    8. Adversarial Training for Dual-Stage Image Denoising Enhanced with Feature Matching
      Xinyao Sun, Navaneeth Kamballur Kottayil, Subhayan Mukherjee, Irene Cheng
      Pages 357-366
    9. IVUS-Net: An Intravascular Ultrasound Segmentation Network
      Ji Yang, Lin Tong, Mehdi Faraji , Anup Basu
      Pages 367-377

  10. Low-Level Vision

    1. Front Matter
      Pages 379-379
      PDF
    2. A Simplified Active Calibration Algorithm for Focal Length Estimation
      Mehdi Faraji, Anup Basu
      Pages 381-390
    3. Automatic Computation of Fundamental Matrix Based on Voting
      XinSheng Li, Xuedong Yuan
      Pages 391-396
    4. Adapting Texture Compression to Perceptual Quality Metric for Textured 3D Models
      Navaneeth Kamballur Kottayil, Irene Cheng, Kumaradevan Punithakumar, Anup Basu
      Pages 397-405
    5. A Novel Data Clustering Method Based on Smooth Non-negative Matrix Factorization
      Chengcai Leng, Hai Zhang, Guorong Cai
      Pages 406-414

  11. Miscellaneous

    1. Front Matter
      Pages 415-415
      PDF
    2. Subjective Quality of Spatially Asymmetric Omnidirectional Stereoscopic Video for Streaming Adaptation
      Igor D. D. Curcio, Deepa Naik, Henri Toukomaa, Alireza Zare
      Pages 417-428
    3. A Model-Based Approach for Arrhythmia Detection and Classification
      Hongzu Li, Pierre Boulanger
      Pages 429-436
    4. EREL Selection Using Morphological Relation
      Yuying Li, Mehdi Faraji
      Pages 437-447
    5. EREL-Net: A Remedy for Industrial Bottle Defect Detection
      Nikunjkumar Patel, Subhayan Mukherjee, Lihang Ying
      Pages 448-456

About these proceedings

Introduction

This book constitutes the proceedings of the First International Conference on Smart Multimedia, ICSM 2018, which was held in Toulon, France, in August 2018. The 39 papers presented were selected from about 100 submissions and are grouped in sections on social, affective and cognition analysis, person-centered smart multimedia: serving people with disabilities to the general population, haptic and robots for smart multimedia applications, MR, 3D, underwater image processing, smart signal processing meets smart sensing, visual behavior analysis: methods and applications, video analysis, learning, low-level vision, miscellaneous.

Keywords

artificial intelligence computer vision data security haptic interfaces haptics Human-Computer Interaction (HCI) image analysis image coding image processing image quality image reconstruction image segmentation imaging systems machine learning object recognition sensors signal processing Support Vector Machines (SVM) user interfaces virtual reality

Editors and affiliations

  • Anup Basu
    • 1
  • Stefano Berretti
    • 2
  1. 1.University of AlbertaEdmontonCanada
  2. 2.Dipartimento di IngegneriaUniversità degli Studi di FirenzeFlorenceItaly

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-04375-9
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-04374-2
  • Online ISBN 978-3-030-04375-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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