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15th CRV 2018: Toronto, ON, Canada
- 15th Conference on Computer and Robot Vision, CRV 2018, Toronto, ON, Canada, May 8-10, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-6481-0
Applications I
- Alex Levinshtein, Cheng Chang, Edmund Phung, Irina Kezele, Wenzhangzhi Guo, Parham Aarabi:
Real-Time Deep Hair Matting on Mobile Devices. 1-7 - Ayan Chaudhury, John L. Barron:
Occluded Leaf Matching with Full Leaf Databases Using Explicit Occlusion Modelling. 8-15
Reconstruction
- Jason Ku, Ali Harakeh, Steven L. Waslander
:
In Defense of Classical Image Processing: Fast Depth Completion on the CPU. 16-22 - Timothy Forbes, Charalambos Poullis:
Deep Autoencoders with Aggregated Residual Transformations for Urban Reconstruction from Remote Sensing Data. 23-30
Scene Semantics
- Alaaeldin El-Nouby, Graham W. Taylor:
Real-Time End-to-End Action Detection with Two-Stream Networks. 31-38 - Brendan Duke, Graham W. Taylor:
Generalized Hadamard-Product Fusion Operators for Visual Question Answering. 39-46
Advances in Deep Vision
- Ehsan Emad Marvasti
Exploiting Symmetries of Distributions in CNNs and Folded Coding. 47-54 - Rezaul Karim, Md. Amirul Islam, Noman Mohammed, Neil D. B. Bruce:
On the Robustness of Deep Learning Models to Universal Adversarial Attack. 55-62
3D Objects
- Hicham Sekkati, Jonathan Boisvert, Guy Godin, Louis Borgeat:
Real-Time Large-Scale Fusion of High Resolution 3D Scans with Details Preservation. 63-70 - Gregory P. Meyer
Real-Time 3D Face Verification with a Consumer Depth Camera. 71-79
Applications II
- Kiret Dhindsa
Grading Prenatal Hydronephrosis from Ultrasound Imaging Using Deep Convolutional Neural Networks. 80-87 - Maryam Ziaeefard, Jaime R. Camacaro, Carolina Bessega:
Hierarchical Feature Map Characterization in Fashion Interpretation. 88-94
Object Detection
- Alexander Wong, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl:
Tiny SSD: A Tiny Single-Shot Detection Deep Convolutional Neural Network for Real-Time Embedded Object Detection. 95-101 - Alex D. Pon, Oles Andrienko, Ali Harakeh, Steven L. Waslander
A Hierarchical Deep Architecture and Mini-batch Selection Method for Joint Traffic Sign and Light Detection. 102-109
Attentive Vision
- Travis Manderson, Andrew Holliday, Gregory Dudek:
Gaze Selection for Enhanced Visual Odometry During Navigation. 110-117 - Bingqing Yu, James J. Clark:
WAYLA - Generating Images from Eye Movements. 118-125
Software Tools for Vision and Robotics
- Leonid Koppel, Steven L. Waslander
Manifold Geometry with Fast Automatic Derivatives and Coordinate Frame Semantics Checking in C++. 126-133 - Kevin Dick, François Charih, Yasmina Souley Dosso, Luke Russell, James R. Green:
Systematic Street View Sampling: High Quality Annotation of Power Infrastructure in Rural Ontario. 134-141
Tracking
- George De Ath
Visual Object Tracking: The Initialisation Problem. 142-149 - Huynh Manh, Gita Alaghband:
Spatiotemporal KSVD Dictionary Learning for Online Multi-target Tracking. 150-157 - Micha Livne, Leonid Sigal, Marcus A. Brubaker
Walking on Thin Air: Environment-Free Physics-Based Markerless Motion Capture. 158-165
Localization
- Tim Y. Tang, David J. Yoon, François Pomerleau
Learning a Bias Correction for Lidar-Only Motion Estimation. 166-173 - Jimmy Li, Zhaoqi Xu, David Meger
Semantic Scene Models for Visual Localization under Large Viewpoint Changes. 174-181 - Amirmasoud Ghasemi Toudeshki, Faraz Shamshirdar, Richard Vaughan:
Robust UAV Visual Teach and Repeat Using Only Sparse Semantic Object Features. 182-189
Image Analytics
- Andrew Hryniowski, Ibrahim Ben Daya, Ahmed Gawish, Mark Lamm, Alexander Wong, Paul W. Fieguth:
Multi-projector Resolution Enhancement Through Biased Interpolation. 190-197 - Daniel Recoskie, Richard Mann:
Learning Filters for the 2D Wavelet Transform. 198-205
Posters: Computer Vision
- Dhruvil Darji, Gustavo Vejarano:
Counting Static Targets Using an Unmanned Aerial Vehicle On-the-Fly and Autonomously. 206-213 - Bernard Llanos, Yee-Hong Yang:
Do-It-Yourself Single Camera 3D Pointer Input Device. 214-221 - Jaideep Singh Chauhan, Yang Wang:
Context-Aware Action Detection in Untrimmed Videos Using Bidirectional LSTM. 222-229 - Rahat Yasir, Mark G. Eramian, Ian Stavness, Steve Shirtliffe, Hema Sudhakar Duddu:
Data-Driven Multispectral Image Registration. 230-237 - Daniel D. Morris
A Pyramid CNN for Dense-Leaves Segmentation. 238-245
Posters: 3D Vision
- Wendong Mao, Minglun Gong
Disparity Filtering with 3D Convolutional Neural Networks. 246-253 - Nicholas Charron, Stephen Phillips, Steven L. Waslander
De-noising of Lidar Point Clouds Corrupted by Snowfall. 254-261 - Michiel Vlaminck
Surface-Based GICP. 262-268 - Hao Cai, Sipan Ye, Andrew Vardy, Minglun Gong
3D Visual Homing for Commodity UAVs. 269-276 - Chaima El Asmi, Sébastien Roy:
Fast Unsynchronized Unstructured Light. 277-284 - Adarsh Tandiya, Sohail Akhtar, Medhat Moussa, Cole Tarry:
Automotive Semi-specular Surface Defect Detection System. 285-291 - Avery Ma, Alexander Wong, David A. Clausi:
Deep Learning-Driven Depth from Defocus via Active Multispectral Quasi-Random Projections with Complex Subpatterns. 292-296
Posters: Detecting People & Other Animals
- Paul Marchwica, Michael Jamieson, Parthipan Siva:
An Evaluation of Deep CNN Baselines for Scene-Independent Person Re-identification. 297-304 - Md. Atiqur Rahman, Prince Kapoor, Robert Laganière, Daniel Laroche, Changyun Zhu, Xiaoyin Xu, Ali Osman Ors:
Deep People Detection: A Comparative Study of SSD and LSTM-decoder. 305-312 - Helmut Neher, Kanav Vats, Alexander Wong, David A. Clausi:
HyperStackNet: A Hyper Stacked Hourglass Deep Convolutional Neural Network Architecture for Joint Player and Stick Pose Estimation in Hockey. 313-320 - Stefan Schneider, Graham W. Taylor, Stefan C. Kremer:
Deep Learning Object Detection Methods for Ecological Camera Trap Data. 321-328
Posters: Motion and Tracking
- Zhuojin Sun, Yong Wang, Robert Laganière:
Online Model Adaptation for UAV Tracking with Convolutional Neural Network. 329-336 - Xile Li, Jochen Lang:
Simple Real-Time Multi-face Tracking Based on Convolutional Neural Networks. 337-344
Posters: Mapping / SLAM
- Georges Chahine, Cédric Pradalier:
Survey of Monocular SLAM Algorithms in Natural Environments. 345-352 - Nan Zhang, Michael Warren, Timothy D. Barfoot:
Eye on the Sky: An Upward-Looking Monocular Teach-and-Repeat System for Indoor Environments. 353-359 - Raghavender Sahdev, Bao Xin Chen, John K. Tsotsos
Indoor Localization in Dynamic Human Environments Using Visual Odometry and Global Pose Refinement. 360-367
Posters: Deep Learning
- Audrey G. Chung, Paul W. Fieguth, Alexander Wong:
Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence. 368-374 - Shamak Dutta, Bryan P. Tripp, Graham W. Taylor:
Convolutional Neural Networks Regularized by Correlated Noise. 375-382 - Md. Modasshir, Alberto Quattrini Li
Deep Neural Networks: A Comparison on Different Computing Platforms. 383-389
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