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2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

July 21 2017 to July 26 2017

Honolulu, HI, USA

Table of Contents

[Title page i]Freely available from IEEE.pp. i-i
[Title page iii]Freely available from IEEE.pp. iii-iii
[Copyright notice]Freely available from IEEE.pp. iv-iv
Table of contentsFreely available from IEEE.pp. v-xxvii
Message from the General and Program ChairsFreely available from IEEE.pp. xxix-xxx
CommitteesFreely available from IEEE.pp. xxxi-xxxi
What Will I Do Next? The Intention from Motion ExperimentFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino
The Role of Synchronic Causal Conditions in Visual Knowledge LearningFull-text access may be available. Sign in or learn about subscription options.pp. 9-16
by Seng-Beng Ho
Joint 3D Human Motion Capture and Physical Analysis from Monocular VideosFull-text access may be available. Sign in or learn about subscription options.pp. 17-26
by Petrissa Zell, Bastian Wandt, Bodo Rosenhahn
Attention-Based Natural Language Person RetrievalFull-text access may be available. Sign in or learn about subscription options.pp. 27-34
by Tao Zhou, Muhao Chen, Jie Yu, Demetri Terzopoulos
AcFR: Active Face Recognition Using Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 35-40
by Masaki Nakada, Han Wang, Demetri Terzopoulos
Automated Layout Synthesis and Visualization from Images of Interior or Exterior SpacesFull-text access may be available. Sign in or learn about subscription options.pp. 41-47
by Tomer Weiss, Masaki Nakada, Demetri Terzopoulos
Inferring Hidden Statuses and Actions in Video by Causal ReasoningFull-text access may be available. Sign in or learn about subscription options.pp. 48-56
by Amy Fire, Song-Chun Zhu
Automatic Curation of Golf Highlights Using Multimodal Excitement FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 57-65
by Michele Merler, Dhiraj Joshi, Quoc-Bao Nguyen, Stephen Hammer, John Kent, John R. Smith, Rogerio S. Feris
Singlets: Multi-resolution Motion Singularities for Soccer Video AbstractionFull-text access may be available. Sign in or learn about subscription options.pp. 66-75
by Katy Blanc, Diane Lingrand, Frederic Precioso
Learning to Score Olympic EventsFull-text access may be available. Sign in or learn about subscription options.pp. 76-84
by Paritosh Parmar, Brendan Tran Morris
Hockey Action Recognition via Integrated Stacked Hourglass NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 85-93
by Mehrnaz Fani, Helmut Neher, David A. Clausi, Alexander Wong, John Zelek
Extraction and Classification of Diving Clips from Continuous Video FootageFull-text access may be available. Sign in or learn about subscription options.pp. 94-104
by Aiden Nibali, Zhen He, Stuart Morgan, Daniel Greenwood
Accurate and Efficient 3D Human Pose Estimation Algorithm Using Single Depth Images for Pose Analysis in GolfFull-text access may be available. Sign in or learn about subscription options.pp. 105-113
by Soonchan Park, Ju Yong Chang, Hyuk Jeong, Jae-Ho Lee, Ji-Young Park
Athlete Pose Estimation by a Global-Local NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 114-121
by Jihye Hwang, Sungheon Park, Nojun Kwak
Continuous Video to Simple Signals for Swimming Stroke Detection with Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 122-131
by Brandon Victor, Zhen He, Stuart Morgan, Dino Miniutti
Application of Computer Vision and Vector Space Model for Tactical Movement Classification in BadmintonFull-text access may be available. Sign in or learn about subscription options.pp. 132-138
by Kokum Weeratunga, Anuja Dharmaratne, Khoo Boon How
Automatic Tactical Adjustment in Real-Time: Modeling Adversary Formations with Radon-Cumulative Distribution Transform and Canonical Correlation AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 139-146
by Amir M. Rahimi, Soheil Kolouri, Rajan Bhattacharyya
Classification of Puck Possession Events in Ice HockeyFull-text access may be available. Sign in or learn about subscription options.pp. 147-154
by Moumita Roy Tora, Jianhui Chen, James J. Little
Football Action Recognition Using Hierarchical LSTMFull-text access may be available. Sign in or learn about subscription options.pp. 155-163
by Takamasa Tsunoda, Yasuhiro Komori, Masakazu Matsugu, Tatsuya Harada
Ball 3D Trajectory Reconstruction without Preliminary Temporal and Geometrical Camera CalibrationFull-text access may be available. Sign in or learn about subscription options.pp. 164-169
by Shogo Miyata, Hideo Saito, Kosuke Takahashi, Dan Mikami, Mariko Isogawa, Hideaki Kimata
Deep Learning for Domain-Specific Action Recognition in TennisFull-text access may be available. Sign in or learn about subscription options.pp. 170-178
by Silvia Vinyes Mora, William J. Knottenbelt
Court-Based Volleyball Video Summarization Focusing on Rally SceneFull-text access may be available. Sign in or learn about subscription options.pp. 179-186
by Takahiro Itazuri, Tsukasa Fukusato, Shugo Yamaguchi, Shigeo Morishima
Measuring Energy Expenditure in Sports by Thermal Video AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 187-194
by Rikke Gade, Ryan Godsk Larsen, Thomas B. Moeslund
Infrared Variation Optimized Deep Convolutional Neural Network for Robust Automatic Ground Target RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 195-202
by Sungho Kim, Woo-Jin Song, So-Hyun Kim
RGB-D Scene Labeling with Multimodal Recurrent Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 203-211
by Heng Fan, Xue Mei, Danil Prokhorov, Haibin Ling
Infrared Image Colorization Based on a Triplet DCGAN ArchitectureFull-text access may be available. Sign in or learn about subscription options.pp. 212-217
by Patricia L. Suárez, Angel D. Sappa, Boris X. Vintimilla
An Algorithm for Parallel Reconstruction of Jointly Sparse Tensors with Applications to Hyperspectral ImagingFull-text access may be available. Sign in or learn about subscription options.pp. 218-225
by Qun Li, Edgar A. Bernal
Deep Heterogeneous Face Recognition Networks Based on Cross-Modal Distillation and an Equitable Distance MetricFull-text access may be available. Sign in or learn about subscription options.pp. 226-232
by Christopher Reale, Hyungtae Lee, Heesung Kwon
Aerial Vehicle Tracking by Adaptive Fusion of Hyperspectral Likelihood MapsFull-text access may be available. Sign in or learn about subscription options.pp. 233-242
by Burak Uzkent, Aneesh Rangnekar, Matthew J. Hoffman
Fully Convolutional Region Proposal Networks for Multispectral Person DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 243-250
by Daniel König, Michael Adam, Christian Jarvers, Georg Layher, Heiko Neumann, Michael Teutsch
A Logarithmic X-Ray Imaging Model for Baggage Inspection: Simulation and Object DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 251-259
by Domingo Mery, Aggelos K. Katsaggelos
A Fast Approximate Spectral Unmixing Algorithm Based on SegmentationFull-text access may be available. Sign in or learn about subscription options.pp. 260-266
by Jing Ke, Yi Guo, Arcot Sowmya
The First Automatic Method for Mapping the Pothole in SeagrassFull-text access may be available. Sign in or learn about subscription options.pp. 267-274
by Maryam Rahnemoonfar, Masoud Yari, Abdullah Rahman, Richard Kline
Face Presentation Attack with Latex Masks in Multispectral VideosFull-text access may be available. Sign in or learn about subscription options.pp. 275-283
by Akshay Agarwal, Daksha Yadav, Naman Kohli, Richa Singh, Mayank Vatsa, Afzel Noore
Privacy-Preserving Understanding of Human Body Orientation for Smart MeetingsFull-text access may be available. Sign in or learn about subscription options.pp. 284-292
by Indrani Bhattacharya, Noam Eshed, Richard J. Radke
Selecting an Optimized COTS Filter Set for Multispectral Plenoptic SensingFull-text access may be available. Sign in or learn about subscription options.pp. 293-301
by Timothy Doster, Colin C. Olson, Erin Fleet, Michael Yetzbacher
A Novel Detection Paradigm and Its Comparison to Statistical and Kernel-Based Anomaly Detection Algorithms for Hyperspectral ImageryFull-text access may be available. Sign in or learn about subscription options.pp. 302-308
by Colin C. Olson, Timothy Doster
Learning Spatiotemporal Features for Infrared Action Recognition with 3D Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 309-317
by Zhuolin Jiang, Viktor Rozgic, Sancar Adali
Fast, Accurate Thin-Structure Obstacle Detection for Autonomous Mobile RobotsFull-text access may be available. Sign in or learn about subscription options.pp. 318-327
by Chen Zhou, Jiaolong Yang, Chunshui Zhao, Gang Hua
Sparse, Quantized, Full Frame CNN for Low Power Embedded DevicesFull-text access may be available. Sign in or learn about subscription options.pp. 328-336
by Manu Mathew, Kumar Desappan, Pramod Kumar Swami, Soyeb Nagori
Reconstructing Intensity Images from Binary Spatial Gradient CamerasFull-text access may be available. Sign in or learn about subscription options.pp. 337-343
by Suren Jayasuriya, Orazio Gallo, Jinwei Gu, Timo Aila, Jan Kautz
Binarized Convolutional Neural Networks with Separable Filters for Efficient Hardware AccelerationFull-text access may be available. Sign in or learn about subscription options.pp. 344-352
by Jeng-Hau Lin, Tianwei Xing, Ritchie Zhao, Zhiru Zhang, Mani Srivastava, Zhuowen Tu, Rajesh K. Gupta
Joint Mobile-Cloud Video StabilizationFull-text access may be available. Sign in or learn about subscription options.pp. 353-360
by Gbolahan S. Adesoye, Oliver Wang
Embedded Robust Visual Obstacle Detection on Autonomous Lawn MowersFull-text access may be available. Sign in or learn about subscription options.pp. 361-369
by Mathias Franzius, Mark Dunn, Nils Einecke, Roman Dirnberger
Improved Cooperative Stereo Matching for Dynamic Vision Sensors with Ground Truth EvaluationFull-text access may be available. Sign in or learn about subscription options.pp. 370-377
by Ewa Piatkowska, Jurgen Kogler, Nabil Belbachir, Margrit Gelautz
Diagnostic Mechanism and Robustness of Safety Relevant Automotive Deep Convolutional NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 378-385
by Robert Krutsch, Rolf Schlagenhaft
Hand Gesture Based Region Marking for Tele-Support Using WearablesFull-text access may be available. Sign in or learn about subscription options.pp. 386-392
by Archie Gupta, Shreyash Mohatta, Jitender Maurya, Ramakrishna Perla, Ramya Hebbalaguppe, Ehtesham Hassan
Even More Confident Predictions with Deep Machine-LearningFull-text access may be available. Sign in or learn about subscription options.pp. 393-401
by Matteo Poggi, Fabio Tosi, Stefano Mattoccia
Low-Complexity Global Motion Estimation for Aerial VehiclesFull-text access may be available. Sign in or learn about subscription options.pp. 402-410
by Nirmala Ramakrishnan, Alok Prakash, Thambipillai Srikanthan
LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 411-420
by Subarna Tripathi, Gokce Dane, Byeongkeun Kang, Vasudev Bhaskaran, Truong Nguyen
Image-Based Visual Perception and Representation for Collision AvoidanceFull-text access may be available. Sign in or learn about subscription options.pp. 421-429
by Cevahir Cigla, Roland Brockers, Larry Matthies
Pruning ConvNets Online for Efficient Specialist ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 430-437
by Jia Guo, Miodrag Potkonjak
Real-Time Driver Drowsiness Detection for Embedded System Using Model Compression of Deep Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 438-445
by Bhargava Reddy, Ye-Hoon Kim, Sojung Yun, Chanwon Seo, Junik Jang
SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous DrivingFull-text access may be available. Sign in or learn about subscription options.pp. 446-454
by Bichen Wu, Alvin Wan, Forrest Iandola, Peter H. Jin, Kurt Keutzer
Training Sparse Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 455-462
by Suraj Srinivas, Akshayvarun Subramanya, R. Venkatesh Babu
SqueezeMap: Fast Pedestrian Detection on a Low-Power Automotive Processor Using Efficient Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 463-471
by Rytis Verbickas, Robert Laganiere, Daniel Laroche, Changyun Zhu, Xiaoyin Xu, Ali Ors
Learning Robot Activities from First-Person Human Videos Using Convolutional Future RegressionFull-text access may be available. Sign in or learn about subscription options.pp. 472-473
by Jangwon Lee, Michael S. Ryoo
End-to-End Driving in a Realistic Racing Game with Deep Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 474-475
by Etienne Perot, Maximilian Jaritz, Marin Toromanoff, Raoul De Charette
Automated Risk Assessment for Scene Understanding and Domestic Robots Using RGB-D Data and 2.5D CNNs at a Patch LevelFull-text access may be available. Sign in or learn about subscription options.pp. 476-477
by Rob Dupre, Georgios Tzimiropoulos, Vasileios Argyriou
Semantic Instance Segmentation for Autonomous DrivingFull-text access may be available. Sign in or learn about subscription options.pp. 478-480
by Bert De Brabandere, Davy Neven, Luc Van Gool
Real-Time Hand Grasp Recognition Using Weakly Supervised Two-Stage Convolutional Neural Networks for Understanding Manipulation ActionsFull-text access may be available. Sign in or learn about subscription options.pp. 481-483
by Ji Woong Kim, Sujeong You, Sang Hoon Ji, Hong Seok Kim
Finding Anomalies with Generative Adversarial Networks for a PatrolbotFull-text access may be available. Sign in or learn about subscription options.pp. 484-485
by Wallace Lawson, Esube Bekele, Keith Sullivan
Time-Contrastive Networks: Self-Supervised Learning from Multi-view ObservationFull-text access may be available. Sign in or learn about subscription options.pp. 486-487
by Pierre Sermanet, Corey Lynch, Jasmine Hsu, Sergey Levine
Curiosity-Driven Exploration by Self-Supervised PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 488-489
by Deepak Pathak, Pulkit Agrawal, Alexei A. Efros, Trevor Darrell
Leveraging Deep Reinforcement Learning for Reaching Robotic TasksFull-text access may be available. Sign in or learn about subscription options.pp. 490-491
by Kapil Katyal, I-Jeng Wang, Philippe Burlina
Hand Movement Prediction Based Collision-Free Human-Robot InteractionFull-text access may be available. Sign in or learn about subscription options.pp. 492-493
by Yiwei Wang, Xin Ye, Yezhou Yang, Wenlong Zhang
3D Pose Regression Using Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 494-495
by Siddharth Mahendran, Haider Ali, René Vidal
Tuning Modular Networks with Weighted Losses for Hand-Eye CoordinationFull-text access may be available. Sign in or learn about subscription options.pp. 496-497
by Fangyi Zhang, Jürgen Leitner, Michael Milford, Peter I. Corke
Episode-Based Active Learning with Bayesian Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 498-500
by Feras Dayoub, Niko Sünderhauf, Peter I. Corke
Detecting and Grouping Identical Objects for Region Proposal and ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 501-502
by Wim Abbeloos, Sergio Caccamo, Esra Ataer-Cansizoglu, Yuichi Taguchi, Chen Feng, Teng-Yok Lee
Age Estimation Guided Convolutional Neural Network for Age-Invariant Face RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 503-511
by Tianyue Zheng, Weihong Deng, Jiani Hu
Deep LDA-Pruned Nets for Efficient Facial Gender ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 512-521
by Qing Tian, Tal Arbel, James J. Clark
Adaptive Deep Metric Learning for Identity-Aware Facial Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 522-531
by Xiaofeng Liu, B. V. K. Vijaya Kumar, Jane You, Ping Jia
GaitGAN: Invariant Gait Feature Extraction Using Generative Adversarial NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 532-539
by Shiqi Yu, Haifeng Chen, Edel B. García Reyes, Norman Poh
Component Biologically Inspired Features with Moving Segmentation for Age EstimationFull-text access may be available. Sign in or learn about subscription options.pp. 540-547
by Gee-Sern Jison Hsu, Yi-Tseng Cheng, Choon Ching Ng, Moi Hoon Yap
Face Recognition Performance under AgingFull-text access may be available. Sign in or learn about subscription options.pp. 548-556
by Debayan Deb, Lacey Best-Rowden, Anil K. Jain
Predicting Face Recognition Performance in Unconstrained EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 557-565
by P. Jonathon Phillips, Amy N. Yates, J. Ross Beveridge, Geof Givens
Person Re-identification for Improved Multi-person Multi-camera Tracking by Continuous Entity AssociationFull-text access may be available. Sign in or learn about subscription options.pp. 566-572
by Neeti Narayan, Nishant Sankaran, Devansh Arpit, Karthik Dantu, Srirangaraj Setlur, Venu Govindaraju
Toward Open-Set Face RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 573-582
by Manuel Günther, Steve Cruz, Ethan M. Rudd, Terrance E. Boult
Investigating Nuisance Factors in Face Recognition with DCNN RepresentationFull-text access may be available. Sign in or learn about subscription options.pp. 583-591
by Claudio Ferrari, Giuseppe Lisanti, Stefano Berretti, Alberto Del Bimbo
IARPA Janus Benchmark-B Face DatasetFull-text access may be available. Sign in or learn about subscription options.pp. 592-600
by Cameron Whitelam, Emma Taborsky, Austin Blanton, Brianna Maze, Jocelyn Adams, Tim Miller, Nathan Kalka, Anil K. Jain, James A. Duncan, Kristen Allen, Jordan Cheney, Patrick Grother
Efficient Image Set Classification Using Linear Regression Based Image ReconstructionFull-text access may be available. Sign in or learn about subscription options.pp. 601-610
by Syed A. A. Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri
Deep Convolutional Neural Network Using Triplets of Faces, Deep Ensemble, and Score-Level Fusion for Face RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 611-618
by Bong-Nam Kang, Yonghyun Kim, Daijin Kim
Transfer Learning Based Evolutionary Algorithm for Composite Face Sketch RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 619-627
by Tarang Chugh, Maneet Singh, Shruti Nagpal, Richa Singh, Mayank Vatsa
Analysis, Comparison, and Assessment of Latent Fingerprint Image PreprocessingFull-text access may be available. Sign in or learn about subscription options.pp. 628-635
by Haiying Guan, Paul Lee, Andrew Dienstfrey, Mary Theofanos, Curtis Lamp, Brian Stanton, Matthew T. Schwarz
Parsimonious Coding and Verification of Offline Handwritten SignaturesFull-text access may be available. Sign in or learn about subscription options.pp. 636-645
by Elias N. Zois, Ilias Theodorakopoulos, Dimitrios Tsourounis, George Economou
Robust Verification With Subsurface Fingerprint Recognition Using Full Field Optical Coherence TomographyFull-text access may be available. Sign in or learn about subscription options.pp. 646-654
by Kiran B. Raja, Egidijus Auksorius, R. Raghavendra, A. Claude Boccara, Christoph Busch
Iris Super-Resolution Using Iterative Neighbor EmbeddingFull-text access may be available. Sign in or learn about subscription options.pp. 655-663
by Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigun
Iris Liveness Detection by Relative Distance ComparisonsFull-text access may be available. Sign in or learn about subscription options.pp. 664-671
by Federico Pala, Bir Bhanu
Face Presentation Attack Detection by Exploring Spectral SignaturesFull-text access may be available. Sign in or learn about subscription options.pp. 672-679
by R. Raghavendra, Kiran B. Raja, Sushma Venkatesh, Christoph Busch
The Square Root Velocity Framework for Curves in a Homogeneous SpaceFull-text access may be available. Sign in or learn about subscription options.pp. 680-689
by Zhe Su, Eric Klassen, Martin Bauer
Poisson Disk Sampling on the Grassmannnian: Applications in Subspace OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 690-698
by Rushil Anirudh, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Peer-Timo Bremer
Riemannian Variance Filtering: An Independent Filtering Scheme for Statistical Tests on Manifold-Valued DataFull-text access may be available. Sign in or learn about subscription options.pp. 699-708
by Ligang Zheng, Hyunwoo J. Kim, Nagesh Adluru, Michael A. Newton, Vikas Singh
Measuring Glide-Reflection Symmetry in Human Movements Using Elastic Shape AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 709-716
by Qiao Wang, Chaitanya Potaraju, Pavan Turaga
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