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020 _a9783030544072
_9978-3-030-54407-2
024 7 _a10.1007/978-3-030-54407-2
_2doi
050 4 _aTK5105.5-5105.9
072 7 _aUKN
_2bicssc
072 7 _aCOM043000
_2bisacsh
072 7 _aUKN
_2thema
082 0 4 _a004.6
_223
245 1 0 _aSmart Multimedia
_h[electronic resource] :
_bSecond International Conference, ICSM 2019, San Diego, CA, USA, December 16-18, 2019, Revised Selected Papers /
_cedited by Troy McDaniel, Stefano Berretti, Igor D. D. Curcio, Anup Basu.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXV, 540 p. 280 illus., 213 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v12015
505 0 _a3D mesh and Depth Image Processing -- Fused Geometry Augmented Images for Analyzing Textured Mesh -- Textureless Object Recognition Using an RGB-D Sensor -- An Ordered Structured Resampling of Mesh Surfaces -- Image Understanding -- Background Subtraction by Difference Clustering -- Semantic Learning for Image Compression (SLIC) -- Background Subtraction Based on Principal Motion for a Freely Moving Camera -- Miscellaneous -- Ontology Based Framework for Tactile Internet Applications -- Potential of Deep Features for Opinion-Unaware, Distortion-Unaware, No-Reference Image Quality Assessment -- Non-Invasive Lactate Threshold Estimation Using Machine Learning -- Smart Multimedia for Citizen-Centered Smart Living -- An Interdisciplinary Framework for Citizen-Centered Smart Cities and Smart Living -- Implementing Robotic Platforms For Therapies Using Qualitative Factors In Mexico -- Foveated Haptic Gaze -- 3D Perception and Applications -- Accurate Kidney Segmentationin CT Scans Using Deep Transfer Learning -- End to End Robust Point-Cloud Alignment Using Unsupervised Deep Learning -- Homography-Based Vehicle Pose Estimation from a Single Image by Using Machine-Learning for Wheel Region and Tire-Road Contact Point Detection -- Video Applications -- Using Participatory Design to Create a User Interface for Analyzing Pivotal Response Treatment Video Probes -- Robot-Assisted Composite Manufacturing Based on Machine Learning Applied to Multi-View Computer Vision -- Tile Priorities in Adaptive 360-Degree Video Streaming -- Improving Temporal Stability in Inverse Tone-Mapped High Dynamic Range Video -- Multimedia in Medicine -- Research on Low-Quality Finger Vein Image Recognition Algorithm -- Assessing the Capability of Deep-Learning Models in Parkinson's Disease Diagnosis -- Remote Photoplethysmography (rPPG) for Contactless Heart Rate Monitoring Using a Single Monochrome and Color Camera -- Haptics and Applications -- A Simulation Platform forEarly Haptic Training in Surgical and Medical Education (Distinguished Presentation) -- Tissue Discrimination through Force-Feedback from Impedance Spectroscopy in Robot-Assisted Surgery -- Evaluation of Human Roughness Perception by Using Tactile MFCC -- Towards a Dual-User Haptic Training System User Feedback Setup -- Smart Multimedia Beyond the Visible Spectrum -- Cascaded Region Proposal Networks for Proposal-Based Tracking -- Low-rank & Sparse Matrix Decomposition and Support Vector Machine for Hyperspectral Anomaly Detection -- Infrared and Visual Image Fusion via Multi-Modal Decomposition and PCNN in Gradient Domain Fusion Measure -- RCA-NET: Image Recovery Network With Channel Attention Group for Image Dehazing -- Machine Learning for Multimedia -- Certain and Consistent Domain Adaptation -- Domain Adaptive Fusion for Adaptive Image Classification -- Human Body Fall Recognition System -- Image Segmentation and Processing -- Race Classification Based Iris Image Segmentation -- Level Sets Driven by Adaptive Hybrid Region-Based Energy for Medical Image Segmentation -- Traffic Image Dehazing Based on Wavelength Related Physical Imaging Model -- Biometrics -- Fingerprint Liveness Detection Based on Fine-Grained Feature Fusion -- Synthetic Aerial Image Generation and Runway Segmentation -- ProDeblurGAN Progressive Growing of GANs for Blind Motion Deblurring in Face Recognition -- 3D and Image Processing -- 3D Object Classification Using 2D Perspectives of Point Clouds -- Poisson Surface Reconstruction from LIDAR for Buttress Root Volume Estimation -- Fog Removal of Aerial Image Based on Gamma Correction and Guided Filtering -- Smart Social and Connected Household Products -- 3D Virtual Environments to Support New Product Development: A Mobile Platform Based on an Open Innovation Laboratory Applied in Higher Education -- Simulation Framework for Loads' Management Analysis in Smart Homes and Behavioral Energy Efficiency -- S4 Product Design Framework: A Gamification Strategy based on Type 1 and 2 Fuzzy Logic -- Improving the Attention Span of Elementary School Children in Mexico through a S4 Technology Platform.
520 _aThis 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.
650 0 _aComputer networks .
_931572
650 0 _aImage processing
_xDigital techniques.
_94145
650 0 _aComputer vision.
_9111727
650 0 _aArtificial intelligence.
_93407
650 0 _aApplication software.
_9111728
650 1 4 _aComputer Communication Networks.
_9111729
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer and Information Systems Applications.
_9111730
700 1 _aMcDaniel, Troy.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_9111731
700 1 _aBerretti, Stefano.
_eeditor.
_4edt
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_9111732
700 1 _aCurcio, Igor D. D.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111733
700 1 _aBasu, Anup.
_eeditor.
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_9111734
710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9783030544089
830 0 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
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_9111736
856 4 0 _uhttps://doi.org/10.1007/978-3-030-54407-2
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