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15th ICCV Workshops 2015: Santiago, Chile
- 2015 IEEE International Conference on Computer Vision Workshop, ICCV Workshops 2015, Santiago, Chile, December 7-13, 2015. IEEE Computer Society 2015, ISBN 978-1-4673-9711-7
Computer Vision for Affective Computing
- Xiaohua Huang
, Sujing Wang
Facial Micro-Expression Recognition Using Spatiotemporal Local Binary Pattern with Integral Projection. 1-9 - Thibaud Senechal, Daniel McDuff, Rana El Kaliouby:
Facial Action Unit Detection Using Active Learning and an Efficient Non-linear Kernel Approximation. 10-18 - Pooya Khorrami, Tom Le Paine, Thomas S. Huang:
Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition? 19-27 - Sergey Tulyakov, Radu-Laurentiu Vieriu, Enver Sangineto
FaceCept3D: Real Time 3D Face Tracking and Analysis. 28-33
Color and Photometry in Computer Vision
- Xiandou Zhang, Brian V. Funt, Hamidreza Mirzaei:
Metamer Mismatching and Its Consequences for Predicting How Colours are Affected by the Illuminant. 34-40 - Sheetal B. Gupta, A. N. Rajagopalan
HDR Recovery Under Rolling Shutter Distortions. 41-48 - Roshanak Zakizadeh, Michael S. Brown, Graham D. Finlayson:
A Hybrid Strategy for Illuminant Estimation Targeting Hard Images. 49-56 - Youngjin Yoon, Hae-Gon Jeon
Learning a Deep Convolutional Network for Light-Field Image Super-Resolution. 57-65 - Yusuke Monno
N-to-SRGB Mapping for Single-Sensor Multispectral Imaging. 66-73
Transferring and Adapting Source Knowledge in Computer Vision
- Hongping Cai, Qi Wu, Peter Hall
Beyond Photo-Domain Object Recognition: Benchmarks for the Cross-Depiction Problem. 74-79 - Gabriela Csurka, Boris Chidlovskii, Stéphane Clinchant:
Adapted Domain Specific Class Means. 80-84 - Gernot Riegler, Martin Urschler
Anatomical Landmark Detection in Medical Applications Driven by Synthetic Data. 85-89
Computer Vision for Road Scene Understanding and Autonomous Driving
- David Wong, Daisuke Deguchi
Position Interpolation Using Feature Point Scale for Decimeter Visual Localization. 90-97 - Geoffrey Pascoe, William P. Maddern, Paul Newman:
Direct Visual Localisation and Calibration for Road Vehicles in Changing City Environments. 98-105 - Henry Bradler, Birthe Anne Wiegand, Rudolf Mester
The Statistics of Driving Sequences - And What We Can Learn from Them. 106-114 - Suhas Kashetty Venkateshkumar, Muralikrishna Sridhar, Patrick Ott:
Latent Hierarchical Part Based Models for Road Scene Understanding. 115-123 - Fernando Bernuy, Javier Ruiz-del-Solar
Semantic Mapping of Large-Scale Outdoor Scenes for Autonomous Off-Road Driving. 124-130 - Xavier Gibert, Vishal M. Patel, Rama Chellappa:
Sequential Score Adaptation with Extreme Value Theory for Robust Railway Track Inspection. 131-138 - Eike Rehder, Horst Kloeden:
Goal-Directed Pedestrian Prediction. 139-147
Multi-sensor Fusion for Dynamic Scene Understanding
- Nicholas Brunetto, Samuele Salti
Fusion of Inertial and Visual Measurements for RGB-D SLAM on Mobile Devices. 148-156 - Andreas Kuhn, Helmut Mayer
Incremental Division of Very Large Point Clouds for Scalable 3D Surface Reconstruction. 157-165 - Wentong Liao, Bodo Rosenhahn, Michael Ying Yang
Video Event Recognition by Combining HDP and Gaussian Process. 166-174 - Siavash Hosseinyalamdary, Alper Yilmaz:
Surface Recovery: Fusion of Image and Point Cloud. 175-183 - Domonkos Varga, Tamás Szirányi
A Multi-View Pedestrian Tracking Method in an Uncalibrated Camera Network. 184-191 - Sang-Il Oh, Hang-Bong Kang:
A Modified Sequential Monte Carlo Bayesian Occupancy Filter Using Linear Opinion Pool for Grid Mapping. 192-198
Inverse Rendering
- Kichang Kim, Akihiko Torii, Masatoshi Okutomi:
Joint Estimation of Depth, Reflectance and Illumination for Depth Refinement. 199-207 - Meiguang Jin, Paramanand Chandramouli, Paolo Favaro:
Bilayer Blind Deconvolution with the Light Field Camera. 208-216 - M. Arun, A. N. Rajagopalan
Multi-Shot Deblurring for 3D Scenes. 217-225 - Miguel Heredia Conde
Efficient and Robust Inverse Lighting of a Single Face Image Using Compressive Sensing. 226-234 - Evan Shelhamer, Jonathan T. Barron, Trevor Darrell:
Scene Intrinsics and Depth from a Single Image. 235-242
ChaLearn Looking at People
- Sergio Escalera
ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition Datasets and Results. 243-251 - Rasmus Rothe, Radu Timofte
DEX: Deep EXpectation of Apparent Age from a Single Image. 252-257 - Xin Liu, Shaoxin Li, Meina Kan, Jie Zhang, Shuzhe Wu, Wenxian Liu, Hu Han
AgeNet: Deeply Learned Regressor and Classifier for Robust Apparent Age Estimation. 258-266 - Yu Zhu, Yan Li, Guowang Mu, Guodong Guo:
A Study on Apparent Age Estimation. 267-273 - Mengyi Liu, Xin Liu, Yan Li, Xilin Chen, Alexander G. Hauptmann, Shiguang Shan
Exploiting Feature Hierarchies with Convolutional Neural Networks for Cultural Event Recognition. 274-279 - Xiu-Shen Wei, Bin-Bin Gao
Deep Spatial Pyramid Ensemble for Cultural Event Recognition. 280-286 - Limin Wang, Zhe Wang
Better Exploiting OS-CNNs for Better Event Recognition in Images. 287-294 - Rasmus Rothe, Radu Timofte
DLDR: Deep Linear Discriminative Retrieval for Cultural Event Classification from a Single Image. 295-302 - Lingling Tao, René Vidal:
Moving Poselets: A Discriminative and Interpretable Skeletal Motion Representation for Action Recognition. 303-311 - Ben Crabbe, Adeline Paiement
Skeleton-Free Body Pose Estimation from Depth Images for Movement Analysis. 312-320 - Yusuke Goutsu, Wataru Takano, Yoshihiko Nakamura
Motion Recognition Employing Multiple Kernel Learning of Fisher Vectors Using Local Skeleton Features. 321-328 - Patrick Sudowe, Hannah Spitzer
Person Attribute Recognition with a Jointly-Trained Holistic CNN Model. 329-337 - Zhanghui Kuang, Chen Huang, Wei Zhang
Deeply Learned Rich Coding for Cross-Dataset Facial Age Estimation. 338-343 - Xu Yang, Bin-Bin Gao
Deep Label Distribution Learning for Apparent Age Estimation. 344-350 - Rajeev Ranjan, Sabrina Zhou, Jun-Cheng Chen
Unconstrained Age Estimation with Deep Convolutional Neural Networks. 351-359 - Jun-Cheng Chen
An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks. 360-368 - Shreyas Saxena, Jakob Verbeek:
Coordinated Local Metric Learning. 369-377 - Necati Cihan Camgöz, Vitomir Struc, Berk Gökberk, Lale Akarun
Facial Landmark Localization in Depth Images Using Supervised Ridge Descent. 378-383 - Guosheng Hu, Yongxin Yang, Dong Yi, Josef Kittler, William J. Christmas, Stan Z. Li, Timothy M. Hospedales:
When Face Recognition Meets with Deep Learning: An Evaluation of Convolutional Neural Networks for Face Recognition. 384-392
Assistive Computer Vision and Robotics
- Antonino Furnari
Recognizing Personal Contexts from Egocentric Images. 393-401 - Aneta Lisowska
An Evaluation of Supervised, Novelty-Based and Hybrid Approaches to Fall Detection Using Silmee Accelerometer Data. 402-408 - Tobias Schwarze, Martin Lauer
An Intuitive Mobility Aid for Visually Impaired People Based on Stereo Vision. 409-417 - Simon Blessenohl, Cecily Morrison, Antonio Criminisi, Jamie Shotton:
Improving Indoor Mobility of the Visually Impaired with Depth-Based Spatial Sound. 418-426 - Nikolas Hesse
Estimating Body Pose of Infants in Depth Images Using Random Ferns. 427-435 - Siddhartha Chandra, Stavros Tsogkas, Iasonas Kokkinos:
Accurate Human-Limb Segmentation in RGB-D Images for Intelligent Mobility Assistance Robots. 436-442 - Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu:
Summarizing While Recording: Context-Based Highlight Detection for Egocentric Videos. 443-451 - Juan R. Terven
Evaluating Real-Time Mirroring of Head Gestures Using Smart Glasses. 452-460 - Roman M. Palenichka, Ahmed Lakhssassi, Myroslav Palenichka:
Visual Attention-Guided Approach to Monitoring of Medication Dispensing Using Multi-location Feature Saliency Patterns. 461-468 - Yi Zeng, Yi Xu:
Saliency Detection Using Quaternion Sparse Reconstruction. 469-476 - Oscar Koller, Hermann Ney, Richard Bowden
Deep Learning of Mouth Shapes for Sign Language. 477-483 - Niki Martinel
A Structured Committee for Food Recognition. 484-492 - Cassandra Carley, Carlo Tomasi:
Single-Frame Indexing for 3D Hand Pose Estimation. 493-501 - Frank Helbert Borsato
A Fast and Accurate Eye Tracker Using Stroboscopic Differential Lighting. 502-510 - Maria Dyshel, David Arkadir, Hagai Bergman, Daphna Weinshall:
Quantifying Levodopa-Induced Dyskinesia Using Depth Camera. 511-518 - Benjamin Busam
A Stereo Vision Approach for Cooperative Robotic Movement Therapy. 519-527 - Yiqiang Chen, Yu Yu, Jean-Marc Odobez
Head Nod Detection from a Full 3D Model. 528-536 - Marco Leo, Marco Del Coco, Pierluigi Carcagnì, Cosimo Distante
Automatic Emotion Recognition in Robot-Children Interaction for ASD Treatment. 537-545 - Marian George, Dejan Mircic, Gábor Sörös, Christian Floerkemeier, Friedemann Mattern:
Fine-Grained Product Class Recognition for Assisted Shopping. 546-554 - Ankit Verma, Ramya Hebbalaguppe, Lovekesh Vig, Swagat Kumar
Pedestrian Detection via Mixture of CNN Experts and Thresholded Aggregated Channel Features. 555-563
Visual Object Tracking
- Matej Kristan, Jiri Matas
The Visual Object Tracking VOT2015 Challenge Results. 564-586 - Andres Solis Montero, Jochen Lang, Robert Laganière:
Scalable Kernel Correlation Filter with Sparse Feature Integration. 587-594 - Mengdan Zhang, Junliang Xing, Jin Gao, Xinchu Shi, Qiang Wang, Weiming Hu:
Joint Scale-Spatial Correlation Tracking with Adaptive Rotation Estimation. 595-603 - Jiatong Li, Zhibin Hong, Baojun Zhao:
Robust Visual Tracking by Exploiting the Historical Tracker Snapshots. 604-612 - Adel Bibi
Multi-template Scale-Adaptive Kernelized Correlation Filters. 613-620 - Martin Danelljan, Gustav Häger, Fahad Shahbaz Khan
Convolutional Features for Correlation Filter Based Visual Tracking. 621-629 - Christian Bailer, Didier Stricker
Tracker Fusion on VOT Challenge: How Does It Perform and What Can We Learn about Single Trackers? 630-638 - Michael Felsberg
The Thermal Infrared Visual Object Tracking VOT-TIR2015 Challenge Results. 639-651
Extreme Imaging
- Shiry Ginosar, Kate Rakelly, Sarah Sachs, Brian Yin, Alexei A. Efros
A Century of Portraits: A Visual Historical Record of American High School Yearbooks. 652-658 - Bo Chen, Pietro Perona:
Scotopic Visual Recognition. 659-662 - M. Salman Asif
FlatCam: Replacing Lenses with Masks and Computation. 663-666 - Emma Alexander, Sanjeev J. Koppal, Todd E. Zickler:
Low Power Depth and Velocity from a Passive Moving Sensor. 667-670 - Amy Zhao, Frédo Durand, John V. Guttag:
Estimating a Small Signal in the Presence of Large Noise. 671-676 - Hisham Bedri, Micha Feigin, Petros T. Boufounos, Ramesh Raskar:
Exploring the Resolution Limit for In-Air Synthetic-Aperture Audio Imaging. 677-682 - Michael Peres, Andreas E. Savakis:
Crowdpainting with Light: Participatory Imaging at the Big Shot. 683-687
3D Reconstruction and Understanding with Video and Sound
- Dinesh Manocha, Marc Pollefeys, Rif Saurous, Rahul Sukthankar, Ruigang Yang:
Preface to 3D Reconstruction and Understanding with Video and Sound. 688-692 - Andrea Zunino, Marco Crocco, Samuele Martelli, Andrea Trucco, Alessio Del Bue
Seeing the Sound: A New Multimodal Imaging Device for Computer Vision. 693-701 - Israel D. Gebru, Sileye O. Ba, Georgios D. Evangelidis, Radu Horaud:
Tracking the Active Speaker Based on a Joint Audio-Visual Observation Model. 702-708 - Qingju Liu, Teofilo de Campos
Person Tracking Using Audio and Depth Cues. 709-717
Computer Vision in Sports
- Vito Renò
Tennis Player Segmentation for Semantic Behavior Analysis. 718-725 - Kunihiro Hasegawa, Hideo Saito:
Stroboscopic Image Synthesis of Sports Player from Hand-Held Camera Sequence. 726-733 - Sebastian Gerke, Karsten Müller, Ralf Schäfer:
Soccer Jersey Number Recognition Using Convolutional Neural Networks. 734-741 - Khurram Soomro, Salman Khokhar, Mubarak Shah
Tracking When the Camera Looks Away. 742-750 - Henrique Morimitsu
Attributed Graphs for Tracking Multiple Objects in Structured Sports Videos. 751-759 - Francesco Turchini, Lorenzo Seidenari, Alberto Del Bimbo:
Understanding Sport Activities from Correspondences of Clustered Trajectories. 760-767 - Rikke Gade, Mohamed Abou-Zleikha, Mads Græsbøll Christensen
Audio-Visual Classification of Sports Types. 768-773 - O. V. Ramana Murthy
Injury Mechanism Classification in Soccer Videos. 774-779 - Xinyu Wei, Long Sha, Patrick Lucey, Peter Carr, Sridha Sridharan, Iain A. Matthews:
Predicting Ball Ownership in Basketball from a Monocular View Using Only Player Trajectories. 780-787 - Fabricio Batista Narcizo, Dan Witzner Hansen:
Depth Compensation Model for Gaze Estimation in Sport Analysis. 788-795
3D Representation and Recognition
- Pablo Sala, Sven J. Dickinson:
3-D Volumetric Shape Abstraction from a Single 2-D Image. 796-804 - Attila Szabó, Andrea Vedaldi, Paolo Favaro:
Building the View Graph of a Category by Exploiting Image Realism. 805-813 - Karel Lebeda, Simon Hadfield
Dense Rigid Reconstruction from Unstructured Discontinuous Video. 814-822 - Kaan Yücer, Oliver Wang, Alexander Sorkine-Hornung, Olga Sorkine-Hornung:
Reconstruction of Articulated Objects from a Moving Camera. 823-831 - Jonathan Masci, Davide Boscaini
Geodesic Convolutional Neural Networks on Riemannian Manifolds. 832-840
Robust Subspace Learning and Computer Vision
- Viktor Larsson, Carl Olsson, Fredrik Kahl:
A Simple Method for Subspace Estimation with Corrupted Columns. 841-849 - Manolis C. Tsakiris, René Vidal:
Dual Principal Component Pursuit. 850-858 - Xiao Wen, Linbo Qiao
Sparse Subspace Clustering for Incomplete Images. 859-867 - Manolis C. Tsakiris, René Vidal:
Filtrated Spectral Algebraic Subspace Clustering. 868-876 - Xavier P. Burgos-Artizzu, Joaquin Zepeda, François Le Clerc, Patrick Pérez:
Pose and Expression-Coherent Face Recovery in the Wild. 877-885 - Jianchun Xie, Jian Yang, Jianjun Qian, Ying Tai
Robust Matrix Regression for Illumination and Occlusion Tolerant Face Recognition. 886-893 - Lai Jiang, Mai Xu, Zhaoting Ye, Zulin Wang:
Image Saliency Detection with Sparse Representation of Learnt Texture Atoms. 894-902 - Lingzheng Dai, Jundi Ding, Jian Yang, Fanlong Zhang, Junxia Li:
Object Extraction from Bounding Box Prior with Double Sparse Reconstruction. 903-911 - Fanghui Liu, Tao Zhou, Jie Yang, Irene Y. H. Gu
Visual Tracking via Nonnegative Regularization Multiple Locality Coding. 912-920 - J. Nathan Kutz, Xing Fu, Steven L. Brunton, N. Benjamin Erichson
Multi-resolution Dynamic Mode Decomposition for Foreground/Background Separation and Object Tracking. 921-929 - Sajid Javed
Background Subtraction via Superpixel-Based Online Matrix Decomposition with Structured Foreground Constraints. 930-938 - Xiaofei Wang, Carmeliza Navasca:
Adaptive Low Rank Approximation for Tensors. 939-945 - Andrews Sobral
Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences. 946-953
300 Videos in the Wild: Facial Landmark Tracking in-the-Wild
- Grigoris G. Chrysos, Epameinondas Antonakos, Stefanos Zafeiriou, Patrick Snape:
Offline Deformable Face Tracking in Arbitrary Videos. 954-962 - Michal Uricár
Facial Landmark Tracking by Tree-Based Deformable Part Model Based Detector. 963-970 - Georgia Rajamanoharan, Timothy F. Cootes
Multi-view Constrained Local Models for Large Head Angle Facial Tracking. 971-978 - Yue Wu, Qiang Ji:
Shape Augmented Regression Method for Face Alignment. 979-985 - Shengtao Xiao, Shuicheng Yan, Ashraf A. Kassim
Facial Landmark Detection via Progressive Initialization. 986-993 - Jing Yang, Jiankang Deng, Kaihua Zhang, Qingshan Liu:
Facial Shape Tracking via Spatio-Temporal Cascade Shape Regression. 994-1002 - Jie Shen, Stefanos Zafeiriou, Grigoris G. Chrysos, Jean Kossaifi
The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results. 1003-1011
Web-Scale Vision and Social Media
- Tu Bui, John P. Collomosse:
Scalable Sketch-Based Image Retrieval Using Color Gradient Features. 1012-1019 - Tiberio Uricchio
Fisher Encoded Convolutional Bag-of-Windows for Efficient Image Retrieval and Social Image Tagging. 1020-1026 - Andrew Gilbert, Richard Bowden
Geometric Mining: Scaling Geometric Hashing to Large Datasets. 1027-1035
Vision from Satellite to Street
- Christoph Bodensteiner, Sebastian Bullinger, Simon Lemaire, Michael Arens
Single Frame Based Video Geo-Localisation Using Structure Projection. 1036-1043 - Francesco Castaldo, Amir Zamir, Roland Angst, Francesco Palmieri
Semantic Cross-View Matching. 1044-1052
Video Summarization for Large-Scale Analytics
- Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, Waheed U. Bajwa:
Hierarchical Union-of-Subspaces Model for Human Activity Summarization. 1053-1061 - William R. Thissell, Robert Czajkowski
A Scalable Architecture for Operational FMV Exploitation. 1062-1070 - Mahmut Demir, H. Isil Bozma:
Video Summarization via Segments Summary Graphs. 1071-1077 - Meltem Yalcin, Hakan Cevikalp
Towards Large-Scale Face Recognition Based on Videos. 1078-1085 - Hadi Aliakbarpour
Fast Structure from Motion for Sequential and Wide Area Motion Imagery. 1086-1093
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