ML Anthology

CVPRW 2015

132 papers

3D Human Motion Capture from Monocular Image Sequences Bastian Wandt, Hanno Ackermann, Bodo Rosenhahn
3D Object Class Detection in the Wild Bojan Pepik, Michael Stark, Peter V. Gehler, Tobias Ritschel, Bernt Schiele
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A Cloud Infrastructure for Target Detection and Tracking Using Audio and Video Fusion Kui Liu, Bingwei Liu, Erik Blasch, Dan Shen, Zhonghai Wang, Haibin Ling, Genshe Chen
A Comparison of Crowd Commotion Measures from Generative Models Sadegh Mohammadi, Hamed Kiani, Alessandro Perina, Vittorio Murino
A Comparison of Stereo and Multiview 3-D Reconstruction Using Cross-Sensor Satellite Imagery Özge Can Özcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom
A Facial Features Detector Integrating Holistic Facial Information and Part-Based Model Eslam A. Mostafa, Asem A. Ali, Ahmed Shalaby, Aly A. Farag
A Model-Based Approach to Finding Tracks in SAR CCD Images Tu-Thach Quach, Rebecca Malinas, Mark W. Koch
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A Multiple Server Scheme for Fingerprint Fuzzy Vaults Jesse Hartloff, Matthew Morse, Bingsheng Zhang, Thomas Effland, Jennifer Cordaro, Jim Schuler, Sergey Tulyakov, Atri Rudra, Venu Govindaraju
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A New Retexturing Method for Virtual Fitting Room Using Kinect 2 Camera Andres Traumann, Gholamreza Anbarjafari, Sergio Escalera
A Preliminary Investigation on the Sensitivity of COTS Face Recognition Systems to Forensic Analyst-Style Face Processing for Occlusions Felix Juefei-Xu, Dipan K. Pal, Karanhaar Singh, Marios Savvides
A Preliminary Study on Identifying Sensors from Iris Images Nathan D. Kalka, Nick Bartlow, Bojan Cukic, Arun Ross
A Real-Time High Dynamic Range HD Video Camera Rajesh Narasimha, Aziz Umit Batur
A Semantic Occlusion Model for Human Pose Estimation from a Single Depth Image Umer Rafi, Juergen Gall, Bastian Leibe
A Semi-Supervised Approach for Ice-Water Classification Using Dual-Polarization SAR Satellite Imagery Fan Li, David A. Clausi, Lei Wang, Linlin Xu
A Simply Integrated Dual-Sensor Based Non-Intrusive Iris Image Acquisition System Jang-Hee Yoo, Byung Jun Kang
Absolute Geo-Localization Thanks to Hidden Markov Model and Exemplar-Based Metric Learning Cédric Le Barz, Nicolas Thome, Matthieu Cord, Stéphane Herbin, Martial Sanfourche
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Accurate Localization by Fusing Images and GPS Signals Kumar Vishal, C. V. Jawahar, Visesh Chari
Action Classification in Still Images Using Human Eye Movements Gary Ge, Kiwon Yun, Dimitris Samaras, Gregory J. Zelinsky
Active Learning Approach to Detecting Standing Dead Trees from ALS Point Clouds Combined with Aerial Infrared Imagery Przemyslaw Polewski, Wei Yao, Marco Heurich, Peter Krzystek, Uwe Stilla
Age and Gender Classification Using Convolutional Neural Networks Gil Levi, Tal Hassner
American Sign Language Alphabet Recognition Using Microsoft Kinect Cao Dong, Ming C. Leu, Zhaozheng Yin
Applying Action Attribute Class Validation to Improve Human Activity Recognition David Tahmoush
Articulated Gaussian Kernel Correlation for Human Pose Estimation Meng Ding, Guoliang Fan
Articulated Pose Estimation with Tiny Synthetic Videos Dennis Park, Deva Ramanan
Automated Feature Weighting and Random Pixel Sampling in K-Means Clustering for Terahertz Image Segmentation Mohamed Walid Ayech, Djemel Ziou
Automation of Dormant Pruning in Specialty Crop Production: An Adaptive Framework for Automatic Reconstruction and Modeling of Apple Trees Noha M. Elfiky, Shayan A. Akbar, Jianxin Sun, Johnny Park, Avinash C. Kak
ChaLearn Looking at People 2015 Challenges: Action Spotting and Cultural Event Recognition Xavier Baró, Jordi Gonzàlez, Junior Fabian, Miguel Ángel Bautista, Marc Oliu, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera
Channel-Max, Channel-Drop and Stochastic Max-Pooling Yuchi Huang, Xiuyu Sun, Ming Lu, Ming Xu
Color Constancy Using CNNs Simone Bianco, Claudio Cusano, Raimondo Schettini
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Comparison of Infrared and Visible Imagery for Object Tracking: Toward Trackers with Superior IR Performance Erhan Gundogdu, Huseyin Ozkan, H. Seckin Demir, Hamza Ergezer, Erdem Akagündüz, S. Kubilay Pakin
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Convolutional Recurrent Neural Networks: Learning Spatial Dependencies for Image Representation Zhen Zuo, Bing Shuai, Gang Wang, Xiao Liu, Xingxing Wang, Bing Wang, Yushi Chen
Cultural Event Recognition by Subregion Classification with Convolutional Neural Network Sungheon Park, Nojun Kwak
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Cultural Event Recognition with Visual ConvNets and Temporal Models Amaia Salvador, Daniel Manchon-Vizuete, Andrea Calafell, Xavier Giró-i-Nieto, Matthias Zeppelzauer
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Deep Learning of Binary Hash Codes for Fast Image Retrieval Kevin Lin, Huei-Fang Yang, Jen-Hao Hsiao, Chu-Song Chen
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Deep Neural Networks for Anatomical Brain Segmentation Alexandre de Brébisson, Giovanni Montana
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Dense Sampling of 3D Color Transfer Functions Using HDR Photography Marcel Heinz, Guido Brunnett
Detection of Incomplete Enclosures of Rectangular Shape in Remotely Sensed Images Igor Zingman, Dietmar Saupe, Karsten Lambers
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Discovering Human Interactions in Videos with Limited Data Labeling Mehran Khodabandeh, Arash Vahdat, Guang-Tong Zhou, Hossein Hajimirsadeghi, Mehrsan Javan Roshtkhari, Greg Mori, Stephen Se
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Do Deep Features Generalize from Everyday Objects to Remote Sensing and Aerial Scenes Domains? Otávio Augusto Bizetto Penatti, Keiller Nogueira, Jefersson Alex dos Santos
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Dominant Flow Extraction and Analysis in Traffic Surveillance Videos Srinivas S. Kruthiventi, R. Venkatesh Babu
Driver Cell Phone Usage Detection on Strategic Highway Research Program (SHRP2) Face View Videos Keshav Seshadri, Felix Juefei-Xu, Dipan K. Pal, Marios Savvides, Craig P. Thor
Effective Semantic Pixel Labelling with Convolutional Networks and Conditional Random Fields Sakrapee Paisitkriangkrai, Jamie Sherrah, Pranam Janney, Anton van den Hengel
Efficient 3D Kernel Estimation for Non-Uniform Camera Shake Removal Using Perpendicular Camera System Tao Yue, Jin-Li Suo, Qionghai Dai
Efficient Person Re-Identification by Hybrid Spatiogram and Covariance Descriptor Mingyong Zeng, Zemin Wu, Chang Tian, Lei Zhang, Lei Hu
Electromyograph and Keystroke Dynamics for Spoof-Resistant Biometric Authentication Shreyas Venugopalan, Felix Juefei-Xu, Benjamin Cowley, Marios Savvides
Evaluation of Combined visible/NIR Camera for Iris Authentication on Smartphones Shejin Thavalengal, Petronel Bigioi, Peter M. Corcoran
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Exemplar Hidden Markov Models for Classification of Facial Expressions in Videos Karan Sikka, Abhinav Dhall, Marian Stewart Bartlett
Exploiting Global Priors for RGB-D Saliency Detection Jianqiang Ren, Xiaojin Gong, Lu Yu, Wenhui Zhou, Michael Ying Yang
Exploiting Local Features from Deep Networks for Image Retrieval Joe Yue-Hei Ng, Fan Yang, Larry S. Davis
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Exploratory Analysis of an Operational Iris Recognition Dataset from a CBSA Border-Crossing Application Estefan Ortiz, Kevin W. Bowyer
Exploring Fisher Vector and Deep Networks for Action Spotting Zhe Wang, Limin Wang, Wenbin Du, Yu Qiao
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FAME: Face Association Through Model Evolution Eren Golge, Pinar Duygulu
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Fast Registration of Segmented Images by Normal Sampling Jan Kybic, Martin Dolejsi, Jirí Borovec
Fast Single-Frequency Time-of-Flight Range Imaging Ryan Crabb, Roberto Manduchi
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FPGA Acceleration for Feature Based Processing Applications Gooitzen S. van der Wal, David C. Zhang, Indu Kandaswamy, James Marakowitz, Kevin Kaighn, Joe Zhang, Sek M. Chai
FPGA-Based Pedestrian Detection Under Strong Distortions D. Tasson, Alessio Montagnini, R. Marzotto, Michela Farenzena, Marco Cristani
Fresnel Lens Imaging with Post-Capture Image Processing Artem V. Nikonorov, Roman V. Skidanov, Vladimir Fursov, Maksim V. Petrov, Sergey A. Bibikov, Yuriy V. Yuzifovich
From Generic to Specific Deep Representations for Visual Recognition Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan, Atsuto Maki, Stefan Carlsson
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From Photography to Microbiology: Eigenbiome Models for Skin Appearance Parneet Kaur, Kristin J. Dana, Gabriela Oana Cula
Genetic Algorithm Attack on Minutiae-Based Fingerprint Authentication and Protected Template Fingerprint Systems Andras Rozsa, Albert E. Glock, Terrance E. Boult
Geometric Inpainting of 3D Structures Pratyush Sahay, A. N. Rajagopalan
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Guidance: A Visual Sensing Platform for Robotic Applications Guyue Zhou, Lu Fang, Ketan Tang, Honghui Zhang, Kai Wang, Kang Yang
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Hand Gesture Recognition with 3D Convolutional Neural Networks Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Jan Kautz
Head Pose Estimation in the Wild Using Approximate View Manifolds Kalaivani Sundararajan, Damon L. Woodard
Heterogeneous Structure Fusion for Target Recognition in Infrared Imagery Guangfeng Lin, Guoliang Fan, Liangjiang Yu, XiaoBing Kang, Erhu Zhang
Hierarchical Particle Filtering for 3D Hand Tracking Alexandros Makris, Nikolaos Kyriazis, Antonis A. Argyros
ICPIK: Inverse Kinematics Based Articulated-ICP Shachar Fleishman, Mark Kliger, Alon Lerner, Gershom Kutliroff
Improving Superpixel Boundaries Using Information Beyond the Visual Spectrum Keith Sullivan, Wallace E. Lawson, Donald Sofge
Keep It Accurate and Diverse: Enhancing Action Recognition Performance by Ensemble Learning Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera, Albert Clapés, Kamal Nasrollahi, Michael B. Holte, Thomas B. Moeslund
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Latent Max-Margin Metric Learning for Comparing Video Face Tubes Gaurav Sharma, Patrick Pérez
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Learning to Count with Deep Object Features Santi Seguí, Oriol Pujol, Jordi Vitrià
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Learning to Identify Leaders in Crowd Francesco Solera, Simone Calderara, Rita Cucchiara
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Locality-Constrained Discriminative Learning and Coding Shuyang Wang, Yun Fu
Locally Non-Rigid Registration for Mobile HDR Photography Orazio Gallo, Alejandro J. Troccoli, Jun Hu, Kari Pulli, Jan Kautz
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Make My Day - High-Fidelity Color Denoising with Near-Infrared Hiroto Honda, Radu Timofte, Luc Van Gool
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Matching Persistent Scatterers to Optical Oblique Images Lukas Schack, Uwe Soergel
Mining Discriminative States of Hands and Objects to Recognize Egocentric Actions with a Wearable RGBD Camera Shaohua Wan, J. K. Aggarwal
Mixture of Parts Revisited: Expressive Part Interactions for Pose Estimation Anoop R. Katti, Anurag Mittal
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Multi-Observation Face Recognition in Videos Based on Label Propagation Bogdan Raducanu, Alireza Bosaghzadeh, Fadi Dornaika
Multi-Scale Pyramid Pooling for Deep Convolutional Representation Donggeun Yoo, Sunggyun Park, Joon-Young Lee, In So Kweon
Multinomial Processing Models in Visual Cognitive Effort Diagnostics Joshua D. Elkins, Gahangir Hossain
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MuseumVisitors: A Dataset for Pedestrian and Group Detection, Gaze Estimation and Behavior Understanding Federico Bartoli, Giuseppe Lisanti, Lorenzo Seidenari, Svebor Karaman, Alberto Del Bimbo
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NIR-VIS Heterogeneous Face Recognition via Cross-Spectral Joint Dictionary Learning and Reconstruction Felix Juefei-Xu, Dipan K. Pal, Marios Savvides
Non-Rigid Articulated Point Set Registration with Local Structure Preservation Song Ge, Guoliang Fan
Object Level Deep Feature Pooling for Compact Image Representation Konda Reddy Mopuri, R. Venkatesh Babu
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Object-Scene Convolutional Neural Networks for Event Recognition in Images Limin Wang, Zhe Wang, Wenbin Du, Yu Qiao
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Off-the-Shelf Sensor Integration for Mono-SLAM on Smart Devices Philipp Tiefenbacher, Timo Schulze, Gerhard Rigoll
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Oil Spill Candidate Detection from SAR Imagery Using a Thresholding-Guided Stochastic Fully-Connected Conditional Random Field Model Linlin Xu, Mohammad Javad Shafiee, Alexander Wong, Fan Li, Lei Wang, David A. Clausi
On the Location Dependence of Convolutional Neural Network Features Scott Workman, Nathan Jacobs
On-Board Real-Time Tracking of Pedestrians on a UAV Floris De Smedt, Dries Hulens, Toon Goedemé
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On-the-Fly Hand Detection Training with Application in Egocentric Action Recognition Jayant Kumar, Qun Li, Survi Kyal, Edgar A. Bernal, Raja Bala
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Online Multimodal Video Registration Based on Shape Matching Pierre-Luc St-Charles, Guillaume-Alexandre Bilodeau, Robert Bergevin
Pain Recognition Using Spatiotemporal Oriented Energy of Facial Muscles Ramin Irani, Kamal Nasrollahi, Thomas B. Moeslund
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Person Identification from Action Styles Igor Kviatkovsky, Ilan Shimshoni, Ehud Rivlin
Perspective Distortion Modeling, Learning and Compensation Joachim Valente, Stefano Soatto
Pore-Based Ridge Reconstruction for Fingerprint Recognition Maurício Pamplona Segundo, Rubisley de Paula Lemes
Real-Time Anomaly Detection and Localization in Crowded Scenes Mohammad Sabokrou, Mahmood Fathy, Mojtaba Hosseini, Reinhard Klette
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Real-Time Embedded Age and Gender Classification in Unconstrained Video Ramin Azarmehr, Robert Laganière, Won-Sook Lee, Christina Xu, Daniel Laroche
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Real-Time Non-Rigid Multi-Frame Depth Video Super-Resolution Kassem Al Ismaeil, Djamila Aouada, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten
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Recognizing Cultural Events in Images: A Study of Image Categorization Models Heeyoung Kwon, Kiwon Yun, Minh Hoai, Dimitris Samaras
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Reconstruction-Free Inference on Compressive Measurements Suhas Lohit, Kuldeep Kulkarni, Pavan K. Turaga, Jian Wang, Aswin C. Sankaranarayanan
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Recursive Edge-Aware Filters for Stereo Matching Cevahir Cigla
Retrieving Gray-Level Information from a Binary Sensor and Its Application to Gesture Detection Orazio Gallo, Iuri Frosio, Leonardo Gasparini, Kari Pulli, Massimo Gottardi
Road Segmentation Using Multipass Single-Pol Synthetic Aperture Radar Imagery Mark W. Koch, Mary M. Moya, Jim G. Chow, Jeremy Goold, Rebecca Malinas
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Robust and Fast Detection of Moving Vehicles in Aerial Videos Using Sliding Windows Michael Teutsch, Wolfgang Krüger
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Robust Object Recognition in RGB-D Egocentric Videos Based on Sparse Affine Hull Kernel Shaohua Wan, J. K. Aggarwal
Seamless Change Detection and Mosaicing for Aerial Imagery T. M Nimisha, A. N. Rajagopalan, Rangarajan Aravind
Self-Tuned Deep Super Resolution Zhangyang Wang, Yingzhen Yang, Zhaowen Wang, Shiyu Chang, Wei Han, Jianchao Yang, Thomas S. Huang
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Semantic Segmentation of Urban Scenes by Learning Local Class Interactions Michele Volpi, Vittorio Ferrari
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Semantically-Enriched 3D Models for Common-Sense Knowledge Manolis Savva, Angel X. Chang, Pat Hanrahan
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Sequence Searching with Deep-Learnt Depth for Condition- and Viewpoint-Invariant Route-Based Place Recognition Michael Milford, Stephanie M. Lowry, Niko Sünderhauf, Sareh Shirazi, Edward Pepperell, Ben Upcroft, Chunhua Shen, Guosheng Lin, Fayao Liu, Cesar Cadena, Ian D. Reid
Simultaneous Registration and Change Detection in Multitemporal, Very High Resolution Remote Sensing Data Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Komodakis, Nikos Paragios
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Sonar Automatic Target Recognition for Underwater UXO Remediation Jason C. Isaacs
SparkleVision: Seeing the World Through Random Specular Microfacets Zhengdong Zhang, Phillip Isola, Edward H. Adelson
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Sparse Coding Trees with Application to Emotion Classification Hsieh-Chung Chen, Marcus Z. Comiter, H. T. Kung, Bradley McDanel
Sparse Re-Id: Block Sparsity for Person Re-Identification Srikrishna Karanam, Yang Li, Richard J. Radke
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Spatiotemporal Analysis of RGB-D-T Facial Images for Multimodal Pain Level Recognition Ramin Irani, Kamal Nasrollahi, Marc Oliu Simon, Ciprian A. Corneanu, Sergio Escalera, Chris Bahnsen, Dennis H. Lundtoft, Thomas B. Moeslund, Tanja L. Pedersen, Maria-Louise Klitgaard, Laura Petrini
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Subject Centric Group Feature for Person Re-Identification Li Wei, Shishir K. Shah
Subset Feature Learning for Fine-Grained Category Classification ZongYuan Ge, Christopher McCool, Conrad Sanderson, Peter I. Corke
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TAEF: A Cross-Distance/environment Face Recognition Method Chun-Ting Huang, Zhengning Wang, C.-C. Jay Kuo
The Emperor's New Masks: On Demographic Differences and Disguises Katherine L. Gibson, Jonathan M. Smith
The GRODE Metrics: Exploring the Performance of Group Detection Approaches Francesco Setti, Marco Cristani
Towards Privacy-Preserving Activity Recognition Using Extremely Low Temporal and Spatial Resolution Cameras Ji Dai, Jonathan Wu, Behrouz Saghafi, Janusz Konrad, Prakash Ishwar
Towards Robust Cascaded Regression for Face Alignment in the Wild Chengchao Qu, Hua Gao, Eduardo Monari, Jürgen Beyerer, Jean-Philippe Thiran
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Universality of Wavelet-Based Non-Homogeneous Hidden Markov Chain Model Features for Hyperspectral Signatures Siwei Feng, Marco F. Duarte, Mario Parente
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Unsupervised Learning of Overcomplete Face Descriptors Juha Ylioinas, Juho Kannala, Abdenour Hadid, Matti Pietikäinen
USDOT Number Localization and Recognition from Vehicle Side-View NIR Images Orhan Bulan, Safwan Wshah, Palghat Ramesh, Vladimir Kozitsky, Aaron Burry
Using Hankel Matrices for Dynamics-Based Facial Emotion Recognition and Pain Detection Liliana Lo Presti, Marco La Cascia
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VAIS: A Dataset for Recognizing Maritime Imagery in the Visible and Infrared Spectrums Mabel M. Zhang, Jean Choi, Kostas Daniilidis, Michael T. Wolf, Christopher Kanan
Video Compressive Sensing with On-Chip Programmable Subsampling Leonidas Spinoulas, Kuan He, Oliver Cossairt, Aggelos K. Katsaggelos
Video Stitching with Spatial-Temporal Content-Preserving Warping Wei Jiang, Jinwei Gu
Walking and Talking: A Bilinear Approach to Multi-Label Action Recognition Sameh Khamis, Larry S. Davis
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