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WACV 2017: Santa Rosa, CA, USA
- 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017, Santa Rosa, CA, USA, March 24-31, 2017. IEEE Computer Society 2017, ISBN 978-1-5090-4822-9
Segmentation, Tracking
- Jing Zhang, Yuchao Dai, Fatih Porikli:
Deep Salient Object Detection by Integrating Multi-level Cues. 1-10 - Seongdo Kim, Roberto Manduchi:
Multi-planar Fitting in an Indoor ManhattanWorld. 11-19 - Abhijit Sarkar
, A. Lynn Abbott, Zachary R. Doerzaph:
Universal Skin Detection Without Color Information. 20-28 - Sepehr Valipour, Mennatullah Siam, Martin Jägersand, Nilanjan Ray:
Recurrent Fully Convolutional Networks for Video Segmentation. 29-36 - Haoyang Zhang, Xuming He, Fatih Porikli:
Learning Spatial Transforms for Refining Object Segment Proposals. 37-46 - Louis Lettry, Michal Perdoch, Kenneth Vanhoey, Luc Van Gool:
Repeated Pattern Detection Using CNN Activations. 47-55 - Kien Nguyen Thanh
Deep Context Modeling for Semantic Segmentation. 56-63 - Ishrat Badami, Manu Tom
3D Semantic Segmentation of Modular Furniture Using rjMCMC. 64-72 - Vittal Premachandran, Boyan Bonev, Xiaochen Lian, Alan L. Yuille
PASCAL Boundaries: A Semantic Boundary Dataset with a Deep Semantic Boundary Detector. 73-81 - Safoura Rezapour Lakani, Antonio Jose Rodríguez-Sánchez, Justus H. Piater:
Can Affordances Guide Object Decomposition into Semantically Meaningful Parts? 82-90 - Cong Cao, Yu Wang, Jien Kato, Guanwen Zhang, Kenji Mase:
Solving Occlusion Problem in Pedestrian Detection by Constructing Discriminative Part Layers. 91-99 - Abhineet Singh, Mennatullah Siam, Martin Jägersand:
Unifying Registration Based Tracking: A Case Study with Structural Similarity. 100-110
Action Recognition
- Effrosyni Mavroudi, Lingling Tao, René Vidal:
Deep Moving Poselets for Video Based Action Recognition. 111-120 - Yun C. Zhang, Yin Li, James M. Rehg
First-Person Action Decomposition and Zero-Shot Learning. 121-129 - Anoop Cherian, Piotr Koniusz, Stephen Gould:
Higher-Order Pooling of CNN Features via Kernel Linearization for Action Recognition. 130-138 - Jiawei Chen, Jonathan Wu, Janusz Konrad, Prakash Ishwar
Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions. 139-147 - Songyang Zhang
On Geometric Features for Skeleton-Based Action Recognition Using Multilayer LSTM Networks. 148-157 - Seungryul Baek, Kwang In Kim, Tae-Kyun Kim
Real-Time Online Action Detection Forests Using Spatio-Temporal Contexts. 158-167 - Jue Wang, Anoop Cherian, Fatih Porikli:
Ordered Pooling of Optical Flow Sequences for Action Recognition. 168-176 - Harshala Gammulle
Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition. 177-186 - Wenhui Li, Yongkang Wong, Anan Liu, Yang Li, Yuting Su, Mohan S. Kankanhalli
Multi-Camera Action Dataset for Cross-Camera Action Recognition Benchmarking. 187-196 - Yi Zhu, Shawn D. Newsam
Efficient Action Detection in Untrimmed Videos via Multi-task Learning. 197-206 - Zhuolin Jiang, Yaming Wang, Larry S. Davis, Walter Andrews, Viktor Rozgic:
Learning Discriminative Features via Label Consistent Neural Network. 207-216 - Stéphane Lathuilière, Georgios D. Evangelidis, Radu Horaud:
Recognition of Group Activities in Videos Based on Single-and Two-Person Descriptors. 217-225
Comp Photo, 3D Modeling, Remote Sensing, Gesture
- Yi-Ling Chen, Tzu-Wei Huang, Kai-Han Chang, Yu-Chen Tsai, Hwann-Tzong Chen, Bing-Yu Chen
Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study. 226-234 - Parag Shridhar Chandakkar, Baoxin Li:
Joint Regression and Ranking for Image Enhancement. 235-243 - Stamatios Georgoulis, Vincent Vanweddingen
Material Classification under Natural Illumination Using Reflectance Maps. 244-253 - Vladislav Golyanik, Didier Stricker
Dense Batch Non-Rigid Structure from Motion in a Second. 254-263 - Antonio Agudo, Francesc Moreno-Noguer:
Global Model with Local Interpretation for Dynamic Shape Reconstruction. 264-272 - Christopher C. W. Ham, Surya P. N. Singh, Simon Lucey
Occlusions are Fleeting - Texture is Forever: Moving Past Brightness Constancy. 273-281 - Vladislav Golyanik, Torben Fetzer, Didier Stricker
Accurate 3D Reconstruction of Dynamic Scenes from Monocular Image Sequences with Severe Occlusions. 282-291 - Amine Bourki, Martin de La Gorce, Renaud Marlet, Nikos Komodakis:
Patchwork Stereo: Scalable, Structure-Aware 3D Reconstruction in Man-Made Environments. 292-301 - Hiroshi Kawasaki, Hideaki Nakai, Hirohisa Baba, Ryusuke Sagawa, Ryo Furukawa
Calibration Technique for Underwater Active Oneshot Scanning System with Static Pattern Projector and Multiple Cameras. 302-310 - Lars Wilko Sommer, Tobias Schuchert, Jürgen Beyerer:
Fast Deep Vehicle Detection in Aerial Images. 311-319 - Archith J. Bency, Swati Rallapalli, Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath:
Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery. 320-329 - Shreyash Mohatta
Robust Hand Gestural Interaction for Smartphone Based AR/VR Applications. 330-335 - Subhajit Chaudhury, Gaku Nakano, Jun Takada, Akihiko Iketani:
Spatial-Temporal Motion Field Analysis for Pixelwise Crack Detection on Concrete Surfaces. 336-344
Scene Understanding, Motion Processing
- Xiaohu Lu, Jian Yao, Haoang Li, Yahui Liu:
2-Line Exhaustive Searching for Real-Time Vanishing Point Estimation in Manhattan World. 345-353 - Jiu Xu, Björn Stenger, Tommi Kerola, Tony Tung:
Pano2CAD: Room Layout from a Single Panorama Image. 354-362 - Abdolrahim Kadkhodamohammadi, Afshin Gangi, Michel de Mathelin, Nicolas Padoy:
A Multi-view RGB-D Approach for Human Pose Estimation in Operating Rooms. 363-372 - Jawadul H. Bappy, Joseph R. Barr, Narayanan Srinivasan, Amit K. Roy-Chowdhury:
Real Estate Image Classification. 373-381 - Guy Rosenthal, Ariel Shamir, Leonid Sigal:
Learn How to Choose: Independent Detectors Versus Composite Visual Phrases. 382-390 - Daniel Moreira, Sandra Eliza Fontes de Avila
Temporal Robust Features for Violence Detection. 391-399 - Francis Engelmann
SAMP: Shape and Motion Priors for 4D Vehicle Reconstruction. 400-408 - Luke Palmer, Alina Bialkowski
Predicting the Perceptual Demands of Urban Driving with Video Regression. 409-417 - Yousi Lin, Yang Xu, Hui Chen, Matthew J. Bender, A. Lynn Abbott, Rolf Müller:
Optimal Threshold and LoG Based Feature Identification and Tracking of Bat Flapping Flight. 418-426 - Matthieu Garrigues, Antoine Manzanera
Fast Semi Dense Epipolar Flow Estimation. 427-435 - Oliver Müller, Bodo Rosenhahn:
Global Consistency Priors for Joint Part-Based Object Tracking and Image Segmentation. 436-444 - Henry Bradler, Matthias Ochs, Nolang Fanani, Rudolf Mester
Joint Epipolar Tracking (JET): Simultaneous Optimization of Epipolar Geometry and Feature Correspondences. 445-453 - Suvam Patra, Himanshu Aggarwal, Himani Arora, Subhashis Banerjee, Chetan Arora:
Computing Egomotion with Local Loop Closures for Egocentric Videos. 454-463
Statistical Methods, Object Recognition
- Leslie N. Smith:
Cyclical Learning Rates for Training Neural Networks. 464-472 - Mengtian Li, Daniel Huber:
Guaranteed Parameter Estimation for Discrete Energy Minimization. 473-482 - Khurrum Aftab Kiani, Tom Drummond
Solving Robust Regularization Problems Using Iteratively Re-weighted Least Squares. 483-492 - Nhat Rich Nguyen
Detecting Social Insects in Videos Using Spatiotemporal Regularization. 493-500 - Iman Abbasnejad, Sridha Sridharan, Simon Denman, Clinton Fookes
From Affine Rank Minimization Solution to Sparse Modeling. 501-509 - Nils Murrugarra-Llerena
Learning Attributes from Human Gaze. 510-519 - Qi Dong, Shaogang Gong, Xiatian Zhu:
Multi-task Curriculum Transfer Deep Learning of Clothing Attributes. 520-529 - Hang Su, Xiatian Zhu, Shaogang Gong:
Deep Learning Logo Detection with Data Expansion by Synthesising Context. 530-539 - Chi-Hao Wu, Weihao Gan, De Lan, C.-C. Jay Kuo
Boosted Convolutional Neural Networks (BCNN) for Pedestrian Detection. 540-549 - Jiaping Zhao, Laurent Itti:
Improved Deep Learning of Object Category Using Pose Information. 550-559 - Jiaping Zhao, Chin-Kai Chang, Laurent Itti:
Learning to Recognize Objects by Retaining Other Factors of Variation. 560-568 - Corneliu Florea, Cosmin Toca, Fabian Gieseke:
Artistic Movement Recognition by Boosted Fusion of Color Structure and Topographic Description. 569-577
Security, Vision for Aerial, Multimedia
- Navaneeth Bodla, Jingxiao Zheng, Hongyu Xu, Jun-Cheng Chen
Deep Heterogeneous Feature Fusion for Template-Based Face Recognition. 586-595 - Jing Zhang, Xu Zhao:
Integrated Global-Local Metric Learning for Person Re-identification. 596-604 - Furqan M. Khan, François Brémond:
Multi-shot Person Re-Identification Using Part Appearance Mixture. 605-614 - Jagannadan Varadarajan, Ramanathan Subramanian
Active Online Anomaly Detection Using Dirichlet Process Mixture Model and Gaussian Process Classification. 615-623 - Peter Muller, Andreas E. Savakis:
Flowdometry: An Optical Flow and Deep Learning Based Approach to Visual Odometry. 624-631 - Taeyoung Kim
PCA Based Computation of Illumination-Invariant Space for Road Detection. 632-640 - Julius Schöning
Providing Video Annotations in Multimedia Containers for Visualization and Research. 650-659 - Debashis Ganguly, Mohammad H. Mofrad, Adriana Kovashka:
Detecting Sexually Provocative Images. 660-668 - Unaiza Ahsan, Chen Sun, James Hays, Irfan A. Essa:
Complex Event Recognition from Images with Few Training Examples. 669-678 - Afsheen Rafaqat Ali, Usman Shahid, Mohsen Ali
High-Level Concepts for Affective Understanding of Images. 679-687
Vision Systems
- Ekta Bindlish, A. Lynn Abbott, Maria Balota:
Assessment of Peanut Pod Maturity. 688-696 - Boyu Wang, Kevin G. Yager
X-Ray Scattering Image Classification Using Deep Learning. 697-704 - Pushkar Shukla, Tanu Gupta
A Deep Learning Frame-Work for Recognizing Developmental Disorders. 705-714 - Sirion Vittayakorn
When Was That Made? 715-724 - Ramya Hebbalaguppe, Gaurav Garg, Ehtesham Hassan, Hiranmay Ghosh, Ankit Verma:
Telecom Inventory Management via Object Recognition and Localisation on Google Street View Images. 725-733 - Jean-Philippe Mercier, Ludovic Trottier, Philippe Giguère
Deep Object Ranking for Template Matching. 734-742 - Arun C. S. Kumar, Suchendra M. Bhandarkar:
A Deep Learning Paradigm for Detection of Harmful Algal Blooms. 743-751 - Oleksandr Bailo
Robust Road Marking Detection and Recognition Using Density-Based Grouping and Machine Learning Techniques. 760-768 - Tatsuya Ishihara, Jayakorn Vongkulbhisal, Kris M. Kitani, Chieko Asakawa:
Beacon-Guided Structure from Motion for Smartphone-Based Navigation. 769-777 - Yeongjae Choi, Jun-Seok Park, Lee-Sup Kim:
Hardware-Centric Vision Processing for Mobile IoT Environment Exploiting Approximate Graph Cut in Resistor Grid. 778-786 - Bor-Jeng Chen, Gérard G. Medioni:
Exploring Local Context for Multi-target Tracking in Wide Area Aerial Surveillance. 787-796
Medical, Vision for Graphics and Robotics, Open Source API
- Yanyang Gu, Jun Zhou
Melanoma Detection Based on Mahalanobis Distance Learning and Constrained Graph Regularized Nonnegative Matrix Factorization. 797-805 - Zhihao Luo, Marcus A. Brubaker
Size and Texture-Based Classification of Lung Tumors with 3D CNNs. 806-814 - Duy M. H. Nguyen, Huy T. Vu, Quang Huy Ung
3D-Brain Segmentation Using Deep Neural Network and Gaussian Mixture Model. 815-824 - Jihang Wang, Chengqian Che, John M. Galeotti, Samantha Horvath, Vijay Gorantla, George D. Stetten:
Ultrasound Tracking Using ProbeSight: Camera Pose Estimation Relative to External Anatomy by Inverse Rendering of a Prior High-Resolution 3D Surface Map. 825-833 - Veda Murthy, Le Hou, Dimitris Samaras, Tahsin M. Kurç, Joel H. Saltz:
Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images. 834-841 - Domagoj Baricevic, Tobias Höllerer, Matthew A. Turk:
Densification of Semi-Dense Reconstructions for Novel View Generation of Live Scenes. 842-851 - Thomas Irmer, Tobias Glasmachers, Subhransu Maji:
Texture Attribute Synthesis and Transfer Using Feed-Forward CNNs. 852-861 - Subarna Tripathi, Brian Guenter:
A Statistical Approach to Continuous Self-Calibrating Eye Gaze Tracking for Head-Mounted Virtual Reality Systems. 862-870 - Ludovic Trottier, Philippe Giguère
Sparse Dictionary Learning for Identifying Grasp Locations. 871-879 - Tomas Hodan, Pavel Haluza, Stepán Obdrzálek, Jiri Matas
T-LESS: An RGB-D Dataset for 6D Pose Estimation of Texture-Less Objects. 880-888 - Cevahir Çigla, Roland Brockers, Larry H. Matthies:
Gaussian Mixture Models for Temporal Depth Fusion. 889-897 - Matthew Dawkins, Linus Sherrill, Keith Fieldhouse, Anthony Hoogs, Benjamin L. Richards
An Open-Source Platform for Underwater Image and Video Analytics. 898-906
Object Recognition 2, Large Scale Systems
- Yang Long, Ling Shao
Describing Unseen Classes by Exemplars: Zero-Shot Learning Using Grouped Simile Ensemble. 907-915 - Wesam A. Sakla, Goran Konjevod, T. Nathan Mundhenk:
Deep Multi-modal Vehicle Detection in Aerial ISR Imagery. 916-923 - Yu Xiang, Wongun Choi, Yuanqing Lin, Silvio Savarese:
Subcategory-Aware Convolutional Neural Networks for Object Proposals and Detection. 924-933 - Samarth Brahmbhatt, Henrik I. Christensen
StuffNet: Using 'Stuff' to Improve Object Detection. 934-943 - Yang Long, Li Liu, Ling Shao
Towards Fine-Grained Open Zero-Shot Learning: Inferring Unseen Visual Features from Attributes. 944-952 - Xianzhi Du, Mostafa El-Khamy
Fused DNN: A Deep Neural Network Fusion Approach to Fast and Robust Pedestrian Detection. 953-961 - Yun Zhao, Zejian Yuan, Dapeng Chen, Jie Lyu, Tie Liu:
Fast Pedestrian Detection via Random Projection Features with Shape Prior. 962-970 - Artsiom Ablavatski, Shijian Lu
Enriched Deep Recurrent Visual Attention Model for Multiple Object Recognition. 971-978 - Siyang Li, Heming Zhang, Junting Zhang, Yuzhuo Ren, C.-C. Jay Kuo
Box Refinement: Object Proposal Enhancement and Pruning. 979-988 - Shagan Sah, Sourabh Kulhare, Allison Gray, Subhashini Venugopalan, Emily Prud'hommeaux, Raymond W. Ptucha:
Semantic Text Summarization of Long Videos. 989-997 - Xiaosong Wang
Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition. 998-1007
Industrial Inspection, VR and AR, Stereo, Evaluation
- Mahsa Mohammadikaji, Stephan Bergmann, Stephan Irgenfried, Jürgen Beyerer, Carsten Dachsbacher, Heinz Wörn:
Probabilistic Surface Inference for Industrial Inspection Planning. 1008-1016 - Asim Munawar, Phongtharin Vinayavekhin, Giovanni De Magistris:
Spatio-Temporal Anomaly Detection for Industrial Robots through Prediction in Unsupervised Feature Space. 1017-1025 - Domingo Mery
Automatic Defect Recognition in X-Ray Testing Using Computer Vision. 1026-1035 - Mai Bui
X-Ray PoseNet: 6 DoF Pose Estimation for Mobile X-Ray Devices. 1036-1044 - Stephen J. Schmugge, Lance Rice, John Lindberg, Robert Grizzi, Chris Joffe, Min C. Shin:
Crack Segmentation by Leveraging Multiple Frames of Varying Illumination. 1045-1053 - Daniel Hernández Juárez
GPU-Accelerated Real-Time Stixel Computation. 1054-1062 - V. S. R. Veeravasarapu, Constantin A. Rothkopf
Model-Driven Simulations for Computer Vision. 1063-1071 - Qian Zhou, Gregor Miller, Kai Wu, Daniela Correa, Sidney S. Fels
Automatic Calibration of a Multiple-Projector Spherical Fish Tank VR Display. 1072-1081 - Eric C. Orenstein
Transfer Learning and Deep Feature Extraction for Planktonic Image Data Sets. 1082-1088 - Wolfgang Fuhl, Thiago Santini, Enkelejda Kasneci:
Fast and Robust Eyelid Outline and Aperture Detection in Real-World Scenarios. 1089-1097 - Ebrahim Emami, George Bebis, Ara V. Nefian, Terry Fong:
On Crater Verification Using Mislocalized Crater Regions. 1098-1104
Face Processing, Biometrics, Image Compression, HCI
- Chengchao Qu, Christian Herrmann, Eduardo Monari, Tobias Schuchert, Jürgen Beyerer:
Robust 3D Patch-Based Face Hallucination. 1105-1114 - Sivaram Prasad Mudunuri, Soma Biswas:
Dictionary Alignment for Low-Resolution and Heterogeneous Face Recognition. 1115-1123 - Boyu Lu, Jingxiao Zheng, Jun-Cheng Chen
Pose-Robust Face Verification by Exploiting Competing Tasks. 1124-1132 - Xianxu Hou, LinLin Shen, Ke Sun, Guoping Qiu
Deep Feature Consistent Variational Autoencoder. 1133-1141 - Jessica Finocchiaro, Aisha Urooj Khan, Ali Borji:
Egocentric Height Estimation. 1142-1150 - Andrey Kuehlkamp, Benedict Becker, Kevin W. Bowyer
Gender-from-Iris or Gender-from-Mascara? 1151-1159 - Ramachandra Raghavendra
ContlensNet: Robust Iris Contact Lens Detection Using Deep Convolutional Neural Networks. 1160-1167 - Manuel Martínez
Breathing Rate Monitoring during Sleep from a Depth Camera under Real-Life Conditions. 1168-1176 - Karl Ni, Patrick Callier, Bradley Hatch:
Writer Identification in Noisy Handwritten Documents. 1177-1186 - Mohammed E. Fathy, Rama Chellappa:
Image Set Classification Using Sparse Bayesian Regression. 1187-1196 - Laura Lopez-Fuentes
Bandwidth Limited Object Recognition in High Resolution Imagery. 1197-1205 - Kayoung Park, Seunghoon Hong, Mooyeol Baek, Bohyung Han:
Personalized Image Aesthetic Quality Assessment by Joint Regression and Ranking. 1206-1214
Human Motion, Image Indexing, Vision Systems
- Dung Nguyen Tien, Kien Nguyen Thanh
Deep Spatio-Temporal Features for Multimodal Emotion Recognition. 1215-1223 - Baole Ai, Yu Zhou, Yao Yu, Sidan Du:
Human Pose Estimation Using Deep Structure Guided Learning. 1224-1231 - Vincent Drouard, Sileye O. Ba, Radu Horaud:
Switching Linear Inverse-Regression Model for Tracking Head Pose. 1232-1240 - Jie Feng, Svebor Karaman
Deep Image Set Hashing. 1241-1250 - Liu Liu, Hairong Qi:
Learning Effective Binary Descriptors via Cross Entropy. 1251-1258 - He Zhang, Vishal M. Patel:
Convolutional Sparse and Low-Rank Coding-Based Rain Streak Removal. 1259-1267 - Nicole Carey, Justin Werfel, Radhika Nagpal
Fast, Accurate, Small-Scale 3D Scene Capture Using a Low-Cost Depth Sensor. 1268-1276 - Zhongzheng Ren, Adriana Noronha Annie, Vogel Ciernia, Yong Jae Lee:
Who Moved My Cheese? Automatic Annotation of Rodent Behaviors with Convolutional Neural Networks. 1277-1286 - Scott McCloskey, Sharath Venkatesha:
Temporally Coded Illumination for Rolling Shutter Motion De-blurring. 1287-1295 - Dinh Nguyen, Shijian Lu
Text-Edge-Box: An Object Proposal Approach for Scene Texts Localization. 1296-1305 - Behzad Mirmahboub, Mohamed Lamine Mekhalfi
Distance Penalization and Fusion for Person Re-identification. 1306-1314
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