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14th ISVC 2019: Lake Tahoe, NV, USA - Part I
- George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Daniela Ushizima, Sek Chai, Shinjiro Sueda, Xin Lin, Aidong Lu, Daniel Thalmann, Chaoli Wang, Panpan Xu:
Advances in Visual Computing - 14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7-9, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11844, Springer 2019, ISBN 978-3-030-33719-3
Deep Learning I
- Cristian Ion, Cristian Minea:
Application of Image Classification for Fine-Grained Nudity Detection. 3-15 - Mehran Maghoumi, Joseph J. LaViola Jr.:
DeepGRU: Deep Gesture Recognition Utility. 16-31 - Pinjing Xu
, Charalambos Poullis
Delineation of Road Networks Using Deep Residual Neural Networks and Iterative Hough Transform. 32-44 - Mohamed H. Abdelpakey, Mohamed S. Shehata
DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking. 45-58 - Koji Kamma, Toshikazu Wada:
Reconstruction Error Aware Pruning for Accelerating Neural Networks. 59-72
Computer Graphics I
- Yura Hwang, Theodore A. Uyeno, Shinjiro Sueda:
Bioinspired Simulation of Knotting Hagfish. 75-86 - Daniil Rodin
Interactive 3D Visualization for Monitoring and Analysis of Geographical Traffic Data of Various Domains. 87-98 - Junyi Tu
Propagate and Pair: A Single-Pass Approach to Critical Point Pairing in Reeb Graphs. 99-113 - Bridget Makena Winn, Reed Garmsen, Irene Humer
Real-Time Ray Tracing with Spherically Projected Object Data. 114-126 - Kolton Yager, Christopher M. Clark, Timmy Gambin, Zoë J. Wood:
Underwater Photogrammetry Reconstruction: GPU Texture Generation from Videos Captured via AUV. 127-138
Segmentation/Recognition
- Peixi Xiong, Xuetao Hao, Yunming Shao, Jerry Yu:
Adaptive Attention Model for Lidar Instance Segmentation. 141-155 - Stanislav Mikes, Michal Haindl
View Dependent Surface Material Recognition. 156-167 - Qiaosong Wang, Christopher Rasmussen:
3D Visual Object Detection from Monocular Images. 168-180 - Mahdi Maktab Dar Oghaz, Vasileios Argyriou, Dorothy Monekosso
Skin Identification Using Deep Convolutional Neural Network. 181-193 - Vitaliy Kurlin
Resolution-Independent Meshes of Superpixels. 194-205
Video Analysis and Event Recognition
- Panagiotis Kouzouglidis, Giorgos Sfikas, Christophoros Nikou:
Automatic Video Colorization Using 3D Conditional Generative Adversarial Networks. 209-218 - Komal Sharan, Ashwinkumar Ganesan, Tim Oates:
Improving Visual Reasoning with Attention Alignment. 219-230 - Chunbo Song, Christopher Rasmussen:
Multi-camera Temporal Grouping for Play/Break Event Detection in Soccer Games. 231-243 - Manh Huynh, Gita Alaghband:
Trajectory Prediction by Coupling Scene-LSTM with Human Movement LSTM. 244-259 - Juan Carvajal, Thomas Molnar, Lukasz Burzawa, Eugenio Culurciello:
Augmented Curiosity: Depth and Optical Flow Prediction for Efficient Exploration. 260-271
Visualization
- Wanderley de Souza Alencar
Information Visualization for Highlighting Conflicts in Educational Timetabling Problems. 275-288 - Martin Imre, Jun Han, Julien Dominski
ContourNet: Salient Local Contour Identification for Blob Detection in Plasma Fusion Simulation Data. 289-301 - Michal Haindl
Mutual Information-Based Texture Spectral Similarity Criterion. 302-314 - Cuilan Wang:
Accurate Computation of Interval Volume Measures for Improving Histograms. 315-329 - Ngan V. T. Nguyen
Ant-SNE: Tracking Community Evolution via Animated t-SNE. 330-341
ST: Computational Vision, AI and Mathematical Methods for Biomedical and Biological Image Analysis
- Sahar F. Zafar, Mazen Diab, Tuomas Eerola
Automated Segmentation of the Pectoral Muscle in Axial Breast MR Images. 345-356 - Ebrahim Feghhi, Yinsheng Zhou, John Tran, David S. Liebeskind, Fabien Scalzo:
Angio-AI: Cerebral Perfusion Angiography with Machine Learning. 357-367 - Liqun Yang, Muhammad Razib, Kenia Chang He, Tianren Yang, Zhonglin Lu
Conformal Welding for Brain-Intelligence Analysis. 368-380 - Taposh Biswas, Sokratis Makrogiannis
Learning Graph Cut Class Prototypes for Thigh CT Tissue Identification. 381-392 - Alexander Liebeskind, Adit Deshpande, Julie Murakami, Fabien Scalzo:
Automatic Estimation of Arterial Input Function in Digital Subtraction Angiography. 393-402
Biometrics
- Carrie Wright
One-Shot-Learning for Visual Lip-Based Biometric Authentication. 405-417 - Olatunbosun Agbo-Ajala
Age Group and Gender Classification of Unconstrained Faces. 418-429 - Yuqi Ding
Efficient 3D Face Recognition in Uncontrolled Environment. 430-443 - Radovan Fusek
Pupil Center Localization Using SOMA and CNN. 444-453 - Nicolas Livet:
Real-Time Face Features Localization with Recurrent Refined Dense CNN Architectures. 454-468
Virtual Reality I
- Takuma Shimizume, Takeshi Umezawa, Noritaka Osawa:
Estimation of the Distance Between Fingertips Using Silhouette and Texture Information of Dorsal of Hand. 471-481 - Zar Zar Tun, Seiji Tsunezaki, Takashi Komuro, Shoji Yamamoto, Norimichi Tsumura:
Measuring Reflectance of Anisotropic Materials Using Two Handheld Cameras. 482-493 - Robin Horst, Ramtin Naraghi-Taghi-Off, Savina Diez, Tobias Uhmann, Arne Müller, Ralf Dörner:
FunPlogs - A Serious Puzzle Mini-game for Learning Fundamental Programming Principles Using Visual Scripting. 494-504 - Hannes Fassold:
Automatic Camera Path Generation from 360 ^\circ Video. 505-514 - Robin Horst, Savina Diez, Ralf Dörner:
Highlighting Techniques for 360° Video Virtual Reality and Their Immersive Authoring. 515-526
Applications I
- Pierre Lemaire, Carlos Fernando Crispim Junior, Lionel Robinault, Laure Tougne
Jitter-Free Registration for Unmanned Aerial Vehicle Videos. 529-539 - Umur Aybars Ciftci, Lijun Yin:
Heart Rate Based Face Synthesis for Pulse Estimation. 540-551 - Inchang Choi, Yeong Beum Lee, Dae R. Jeong, Insik Shin, Min H. Kim:
Light-Weight Novel View Synthesis for Casual Multiview Photography. 552-564 - Håkon Hukkelås
DeepPrivacy: A Generative Adversarial Network for Face Anonymization. 565-578 - Michael A. Rowland, Glenn M. Suir, Michael L. Mayo, Austin Davis:
Swarm Optimization Algorithm for Road Bypass Extrapolation. 579-590
ST: Vision for Remote Sensing and Infrastructure Inspection
- Umme Hafsa Billah, Alireza Tavakkoli, Hung Manh La
Concrete Crack Pixel Classification Using an Encoder Decoder Based Deep Learning Architecture. 593-604 - Carl Matthes, Adrian Kreskowski
A Geometry-Based Method for the Spatio-Temporal Detection of Cracks in 4D-Reconstructions. 605-618 - Lee Easson, Alireza Tavakkoli, Jonathan Greenberg:
An Automatic Digital Terrain Generation Technique for Terrestrial Sensing and Virtual Reality Applications. 619-630 - Habib Ahmed, Hung Manh La, Gokhan Pekcan:
Rebar Detection and Localization for Non-destructive Infrastructure Evaluation of Bridges Using Deep Residual Networks. 631-643
Computer Graphics II
- Gregoire Nieto, Mohammad Rouhani
Intrinsic Decomposition by Learning from Varying Lighting Conditions. 647-660 - Liang Peng:
Pixel2Field: Single Image Transformation to Physical Field of Sports Videos. 661-669 - Thomas Pollok, Lorenz Junglas, Boitumelo Ruf
UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets. 670-682 - Hyeonjoong Jang, Daniel S. Jeon, Hyunho Ha, Min H. Kim:
Fast Omnidirectional Depth Densification. 683-694
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