ML Anthology

WACV 2017

140 papers

2-Line Exhaustive Searching for Real-Time Vanishing Point Estimation in Manhattan World Xiaohu Lu, Jian Yao, Haoang Li, Yahui Liu
3D Semantic Segmentation of Modular Furniture Using rjMCMC Ishrat Badami, Manu Tom, Markus Mathias, Bastian Leibe
3D-Brain Segmentation Using Deep Neural Network and Gaussian Mixture Model Duy M. H. Nguyen, Huy T. Vu, Quang Huy Ung, Binh T. Nguyen
A Deep Learning Frame-Work for Recognizing Developmental Disorders Pushkar Shukla, Tanu Gupta, Aradhya Saini, Priyanka Singh, Raman Balasubramanian
A Deep Learning Paradigm for Detection of Harmful Algal Blooms Arun C. S. Kumar, Suchendra M. Bhandarkar
A Multi-View RGB-D Approach for Human Pose Estimation in Operating Rooms Abdolrahim Kadkhodamohammadi, Afshin Gangi, Michel de Mathelin, Nicolas Padoy
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A Statistical Approach to Continuous Self-Calibrating Eye Gaze Tracking for Head-Mounted Virtual Reality Systems Subarna Tripathi, Brian Guenter
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Accurate 3D Reconstruction of Dynamic Scenes from Monocular Image Sequences with Severe Occlusions Vladislav Golyanik, Torben Fetzer, Didier Stricker
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Active Online Anomaly Detection Using Dirichlet Process Mixture Model and Gaussian Process Classification Jagannadan Varadarajan, Ramanathan Subramanian, Narendra Ahuja, Pierre Moulin, Jean-Marc Odobez
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An Open-Source Platform for Underwater Image and Video Analytics Matthew Dawkins, Linus Sherrill, Keith Fieldhouse, Anthony Hoogs, Benjamin L. Richards, David Zhang, Lakshman Prasad, Kresimir Williams, Nathan Lauffenburger, Gaoang Wang
Artistic Movement Recognition by Boosted Fusion of Color Structure and Topographic Description Corneliu Florea, Cosmin Toca, Fabian Gieseke
Assessment of Peanut Pod Maturity Ekta Bindlish, A. Lynn Abbott, Maria Balota
Automatic Calibration of a Multiple-Projector Spherical Fish Tank VR Display Qian Zhou, Gregor Miller, Kai Wu, Daniela Correa, Sidney S. Fels
Automatic Defect Recognition in X-Ray Testing Using Computer Vision Domingo Mery, Carlos Arteta
Bandwidth Limited Object Recognition in High Resolution Imagery Laura Lopez-Fuentes, Andrew D. Bagdanov, Joost van de Weijer, Harald Skinnemoen
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Beacon-Guided Structure from Motion for Smartphone-Based Navigation Tatsuya Ishihara, Jayakorn Vongkulbhisal, Kris M. Kitani, Chieko Asakawa
Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery Archith J. Bency, Swati Rallapalli, Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath
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Boosted Convolutional Neural Networks (BCNN) for Pedestrian Detection Chi-Hao Wu, Weihao Gan, De Lan, C.-C. Jay Kuo
Box Refinement: Object Proposal Enhancement and Pruning Siyang Li, Heming Zhang, Junting Zhang, Yuzhuo Ren, C.-C. Jay Kuo
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Breathing Rate Monitoring During Sleep from a Depth Camera Under Real-Life Conditions Manuel Martínez, Rainer Stiefelhagen
Calibration Technique for Underwater Active Oneshot Scanning System with Static Pattern Projector and Multiple Cameras Hiroshi Kawasaki, Hideaki Nakai, Hirohisa Baba, Ryusuke Sagawa, Ryo Furukawa
Can Affordances Guide Object Decomposition into Semantically Meaningful Parts? Safoura Rezapour Lakani, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
Center-Focusing Multi-Task CNN with Injected Features for Classification of Glioma Nuclear Images Veda Murthy, Le Hou, Dimitris Samaras, Tahsin M. Kurç, Joel H. Saltz
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Complex Event Recognition from Images with Few Training Examples Unaiza Ahsan, Chen Sun, James Hays, Irfan A. Essa
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Computing Egomotion with Local Loop Closures for Egocentric Videos Suvam Patra, Himanshu Aggarwal, Himani Arora, Subhashis Banerjee, Chetan Arora
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ContlensNet: Robust Iris Contact Lens Detection Using Deep Convolutional Neural Networks Ramachandra Raghavendra, Kiran B. Raja, Christoph Busch
Convolutional Sparse and Low-Rank Coding-Based Rain Streak Removal He Zhang, Vishal M. Patel
Crack Segmentation by Leveraging Multiple Frames of Varying Illumination Stephen J. Schmugge, Lance Rice, John Lindberg, Robert Grizzi, Chris Joffe, Min C. Shin
Cyclical Learning Rates for Training Neural Networks Leslie N. Smith
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Deep Context Modeling for Semantic Segmentation Kien Nguyen Thanh, Clinton Fookes, Sridha Sridharan
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Deep Feature Consistent Variational Autoencoder Xianxu Hou, LinLin Shen, Ke Sun, Guoping Qiu
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Deep Heterogeneous Feature Fusion for Template-Based Face Recognition Navaneeth Bodla, Jingxiao Zheng, Hongyu Xu, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa
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Deep Image Set Hashing Jie Feng, Svebor Karaman, Shih-Fu Chang
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Deep Learning Logo Detection with Data Expansion by Synthesising Context Hang Su, Xiatian Zhu, Shaogang Gong
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Deep Moving Poselets for Video Based Action Recognition Effrosyni Mavroudi, Lingling Tao, René Vidal
Deep Multi-Modal Vehicle Detection in Aerial ISR Imagery Wesam A. Sakla, Goran Konjevod, T. Nathan Mundhenk
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Deep Object Ranking for Template Matching Jean-Philippe Mercier, Ludovic Trottier, Philippe Giguère, Brahim Chaib-draa
Deep Salient Object Detection by Integrating Multi-Level Cues Jing Zhang, Yuchao Dai, Fatih Porikli
Deep Spatio-Temporal Features for Multimodal Emotion Recognition Dung Nguyen Tien, Kien Nguyen Thanh, Sridha Sridharan, Afsane Ghasemi, David Dean, Clinton Fookes
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Dense Batch Non-Rigid Structure from Motion in a Second Vladislav Golyanik, Didier Stricker
Densification of Semi-Dense Reconstructions for Novel View Generation of Live Scenes Domagoj Baricevic, Tobias Höllerer, Matthew Turk
Describing Unseen Classes by Exemplars: Zero-Shot Learning Using Grouped Simile Ensemble Yang Long, Ling Shao
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Detecting Sexually Provocative Images Debashis Ganguly, Mohammad H. Mofrad, Adriana Kovashka
Detecting Social Insects in Videos Using Spatiotemporal Regularization Nhat Rich Nguyen, Min C. Shin
Dictionary Alignment for Low-Resolution and Heterogeneous Face Recognition Sivaram Prasad Mudunuri, Soma Biswas
Distance Penalization and Fusion for Person Re-Identification Behzad Mirmahboub, Mohamed Lamine Mekhalfi, Vittorio Murino
Efficient Action Detection in Untrimmed Videos via Multi-Task Learning Yi Zhu, Shawn D. Newsam
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Egocentric Height Estimation Jessica Finocchiaro, Aisha Urooj Khan, Ali Borji
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Enriched Deep Recurrent Visual Attention Model for Multiple Object Recognition Artsiom Ablavatski, Shijian Lu, Jianfei Cai
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Exploring Local Context for Multi-Target Tracking in Wide Area Aerial Surveillance Bor-Jeng Chen, Gérard G. Medioni
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Fast and Robust Eyelid Outline and Aperture Detection in Real-World Scenarios Wolfgang Fuhl, Thiago Santini, Enkelejda Kasneci
Fast Deep Vehicle Detection in Aerial Images Lars Wilko Sommer, Tobias Schuchert, Jürgen Beyerer
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Fast Pedestrian Detection via Random Projection Features with Shape Prior Yun Zhao, Zejian Yuan, Dapeng Chen, Jie Lyu, Tie Liu
Fast Semi Dense Epipolar Flow Estimation Matthieu Garrigues, Antoine Manzanera
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Fast, Accurate, Small-Scale 3D Scene Capture Using a Low-Cost Depth Sensor Nicole Carey, Justin Werfel, Radhika Nagpal
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First-Person Action Decomposition and Zero-Shot Learning Yun C. Zhang, Yin Li, James M. Rehg
Flowdometry: An Optical Flow and Deep Learning Based Approach to Visual Odometry Peter Muller, Andreas E. Savakis
From Affine Rank Minimization Solution to Sparse Modeling Iman Abbasnejad, Sridha Sridharan, Simon Denman, Clinton Fookes, Simon Lucey
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Fused DNN: A Deep Neural Network Fusion Approach to Fast and Robust Pedestrian Detection Xianzhi Du, Mostafa El-Khamy, Jungwon Lee, Larry S. Davis
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Gaussian Mixture Models for Temporal Depth Fusion Cevahir Çigla, Roland Brockers, Larry H. Matthies
Gender-from-Iris or Gender-from-Mascara? Andrey Kuehlkamp, Benedict Becker, Kevin W. Bowyer
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Global Consistency Priors for Joint Part-Based Object Tracking and Image Segmentation Oliver Müller, Bodo Rosenhahn
Global Model with Local Interpretation for Dynamic Shape Reconstruction Antonio Agudo, Francesc Moreno-Noguer
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GPU-Accelerated Real-Time Stixel Computation Daniel Hernández Juárez, Antonio Espinosa, Juan C. Moure, David Vázquez, Antonio Manuel López Peña
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Guaranteed Parameter Estimation for Discrete Energy Minimization Mengtian Li, Daniel Huber
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Hardware-Centric Vision Processing for Mobile IoT Environment Exploiting Approximate Graph Cut in Resistor Grid Yeongjae Choi, Jun-Seok Park, Lee-Sup Kim
High-Level Concepts for Affective Understanding of Images Afsheen Rafaqat Ali, Usman Shahid, Mohsen Ali, Jeffrey Ho
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Higher-Order Pooling of CNN Features via Kernel Linearization for Action Recognition Anoop Cherian, Piotr Koniusz, Stephen Gould
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Human Pose Estimation Using Deep Structure Guided Learning Baole Ai, Yu Zhou, Yao Yu, Sidan Du
Image Set Classification Using Sparse Bayesian Regression Mohammed E. Fathy, Rama Chellappa
Improved Deep Learning of Object Category Using Pose Information Jiaping Zhao, Laurent Itti
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Integrated Global-Local Metric Learning for Person Re-Identification Jing Zhang, Xu Zhao
Joint Epipolar Tracking (JET): Simultaneous Optimization of Epipolar Geometry and Feature Correspondences Henry Bradler, Matthias Ochs, Nolang Fanani, Rudolf Mester
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Joint Regression and Ranking for Image Enhancement Parag Shridhar Chandakkar, Baoxin Li
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Learn How to Choose: Independent Detectors Versus Composite Visual Phrases Guy Rosenthal, Ariel Shamir, Leonid Sigal
Learning Attributes from Human Gaze Nils Murrugarra-Llerena, Adriana Kovashka
Learning Discriminative Features via Label Consistent Neural Network Zhuolin Jiang, Yaming Wang, Larry S. Davis, Walter Andrews, Viktor Rozgic
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Learning Effective Binary Descriptors via Cross Entropy Liu Liu, Hairong Qi
Learning Spatial Transforms for Refining Object Segment Proposals Haoyang Zhang, Xuming He, Fatih Porikli
Learning to Recognize Objects by Retaining Other Factors of Variation Jiaping Zhao, Chin-Kai Chang, Laurent Itti
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Material Classification Under Natural Illumination Using Reflectance Maps Stamatios Georgoulis, Vincent Vanweddingen, Marc Proesmans, Luc Van Gool
Melanoma Detection Based on Mahalanobis Distance Learning and Constrained Graph Regularized Nonnegative Matrix Factorization Yanyang Gu, Jun Zhou, Bin Qian
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Model-Driven Simulations for Computer Vision V. S. R. Veeravasarapu, Constantin A. Rothkopf, Visvanathan Ramesh
Multi-Camera Action Dataset for Cross-Camera Action Recognition Benchmarking Wenhui Li, Yongkang Wong, Anan Liu, Yang Li, Yuting Su, Mohan S. Kankanhalli
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Multi-Planar Fitting in an Indoor ManhattanWorld Seongdo Kim, Roberto Manduchi
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Multi-Shot Person Re-Identification Using Part Appearance Mixture Furqan M. Khan, François Brémond
Multi-Task Curriculum Transfer Deep Learning of Clothing Attributes Qi Dong, Shaogang Gong, Xiatian Zhu
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Occlusions Are Fleeting - Texture Is Forever: Moving past Brightness Constancy Christopher C. W. Ham, Surya P. N. Singh, Simon Lucey
On Crater Verification Using Mislocalized Crater Regions Ebrahim Emami, George Bebis, Ara V. Nefian, Terry Fong
On Geometric Features for Skeleton-Based Action Recognition Using Multilayer LSTM Networks Songyang Zhang, Xiaoming Liu, Jun Xiao
Optimal Threshold and LoG Based Feature Identification and Tracking of Bat Flapping Flight Yousi Lin, Yang Xu, Hui Chen, Matthew J. Bender, A. Lynn Abbott, Rolf Müller
Ordered Pooling of Optical Flow Sequences for Action Recognition Jue Wang, Anoop Cherian, Fatih Porikli
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Pano2CAD: Room Layout from a Single Panorama Image Jiu Xu, Björn Stenger, Tommi Kerola, Tony Tung
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PASCAL Boundaries: A Semantic Boundary Dataset with a Deep Semantic Boundary Detector Vittal Premachandran, Boyan Bonev, Xiaochen Lian, Alan L. Yuille
Patchwork Stereo: Scalable, Structure-Aware 3D Reconstruction in Man-Made Environments Amine Bourki, Martin de La Gorce, Renaud Marlet, Nikos Komodakis
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PCA Based Computation of Illumination-Invariant Space for Road Detection Taeyoung Kim, Yu-Wing Tai, Sung-Eui Yoon
Personalized Image Aesthetic Quality Assessment by Joint Regression and Ranking Kayoung Park, Seunghoon Hong, Mooyeol Baek, Bohyung Han
Pose-Robust Face Verification by Exploiting Competing Tasks Boyu Lu, Jingxiao Zheng, Jun-Cheng Chen, Rama Chellappa
Predicting the Perceptual Demands of Urban Driving with Video Regression Luke Palmer, Alina Bialkowski, Gabriel J. Brostow, Jonas Ambeck-Madsen, Nilli Lavie
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Probabilistic Surface Inference for Industrial Inspection Planning Mahsa Mohammadikaji, Stephan Bergmann, Stephan Irgenfried, Jürgen Beyerer, Carsten Dachsbacher, Heinz Wörn
Providing Video Annotations in Multimedia Containers for Visualization and Research Julius Schöning, Patrick Faion, Gunther Heidemann, Ulf Krumnack
Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study Yi-Ling Chen, Tzu-Wei Huang, Kai-Han Chang, Yu-Chen Tsai, Hwann-Tzong Chen, Bing-Yu Chen
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Real Estate Image Classification Jawadul H. Bappy, Joseph R. Barr, Narayanan Srinivasan, Amit K. Roy-Chowdhury
Real-Time Online Action Detection Forests Using Spatio-Temporal Contexts Seungryul Baek, Kwang In Kim, Tae-Kyun Kim
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Recognition of Group Activities in Videos Based on Single-and Two-Person Descriptors Stéphane Lathuilière, Georgios D. Evangelidis, Radu Horaud
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Recurrent Fully Convolutional Networks for Video Segmentation Sepehr Valipour, Mennatullah Siam, Martin Jägersand, Nilanjan Ray
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Repeated Pattern Detection Using CNN Activations Louis Lettry, Michal Perdoch, Kenneth Vanhoey, Luc Van Gool
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Robust 3D Patch-Based Face Hallucination Chengchao Qu, Christian Herrmann, Eduardo Monari, Tobias Schuchert, Jürgen Beyerer
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Robust Hand Gestural Interaction for Smartphone Based AR/VR Applications Shreyash Mohatta, Ramakrishna Perla, Gaurav Gupta, Ehtesham Hassan, Ramya Hebbalaguppe
Robust Road Marking Detection and Recognition Using Density-Based Grouping and Machine Learning Techniques Oleksandr Bailo, Seokju Lee, François Rameau, Jae Shin Yoon, In-So Kweon
SAMP: Shape and Motion Priors for 4D Vehicle Reconstruction Francis Engelmann, Jörg Stückler, Bastian Leibe
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Semantic Text Summarization of Long Videos Shagan Sah, Sourabh Kulhare, Allison Gray, Subhashini Venugopalan, Emily Prud'hommeaux, Raymond W. Ptucha
Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions Jiawei Chen, Jonathan Wu, Janusz Konrad, Prakash Ishwar
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Size and Texture-Based Classification of Lung Tumors with 3D CNNs Zhihao Luo, Marcus A. Brubaker, Michael Brudno
Solving Occlusion Problem in Pedestrian Detection by Constructing Discriminative Part Layers Cong Cao, Yu Wang, Jien Kato, Guanwen Zhang, Kenji Mase
Solving Robust Regularization Problems Using Iteratively Re-Weighted Least Squares Khurrum Aftab Kiani, Tom Drummond
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Sparse Dictionary Learning for Identifying Grasp Locations Ludovic Trottier, Philippe Giguère, Brahim Chaib-draa
Spatial-Temporal Motion Field Analysis for Pixelwise Crack Detection on Concrete Surfaces Subhajit Chaudhury, Gaku Nakano, Jun Takada, Akihiko Iketani
Spatio-Temporal Anomaly Detection for Industrial Robots Through Prediction in Unsupervised Feature Space Asim Munawar, Phongtharin Vinayavekhin, Giovanni De Magistris
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StuffNet: Using 'Stuff' to Improve Object Detection Samarth Brahmbhatt, Henrik I. Christensen, James Hays
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Subcategory-Aware Convolutional Neural Networks for Object Proposals and Detection Yu Xiang, Wongun Choi, Yuanqing Lin, Silvio Savarese
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Switching Linear Inverse-Regression Model for Tracking Head Pose Vincent Drouard, Sileye O. Ba, Radu Horaud
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T-LESS: An RGB-D Dataset for 6d Pose Estimation of Texture-Less Objects Tomas Hodan, Pavel Haluza, Stepán Obdrzálek, Jiri Matas, Manolis I. A. Lourakis, Xenophon Zabulis
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Telecom Inventory Management via Object Recognition and Localisation on Google Street View Images Ramya Hebbalaguppe, Gaurav Garg, Ehtesham Hassan, Hiranmay Ghosh, Ankit Verma
Temporal Robust Features for Violence Detection Daniel Moreira, Sandra Eliza Fontes de Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha
Temporally Coded Illumination for Rolling Shutter Motion De-Blurring Scott McCloskey, Sharath Venkatesha
Text-Edge-Box: An Object Proposal Approach for Scene Texts Localization Dinh Nguyen, Shijian Lu, Nizar Ouarti, Mounir Mokhtari
Texture Attribute Synthesis and Transfer Using Feed-Forward CNNs Thomas Irmer, Tobias Glasmachers, Subhransu Maji
Towards Fine-Grained Open Zero-Shot Learning: Inferring Unseen Visual Features from Attributes Yang Long, Li Liu, Ling Shao
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Transfer Learning and Deep Feature Extraction for Planktonic Image Data Sets Eric C. Orenstein, Oscar Beijbom
Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
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Ultrasound Tracking Using ProbeSight: Camera Pose Estimation Relative to External Anatomy by Inverse Rendering of a Prior High-Resolution 3D Surface mAP Jihang Wang, Chengqian Che, John M. Galeotti, Samantha Horvath, Vijay Gorantla, George D. Stetten
Unifying Registration Based Tracking: A Case Study with Structural Similarity Abhineet Singh, Mennatullah Siam, Martin Jägersand
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Universal Skin Detection Without Color Information Abhijit Sarkar, A. Lynn Abbott, Zachary R. Doerzaph
Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition Xiaosong Wang, Le Lu, Hoo-Chang Shin, Lauren Kim, Mohammadhadi Bagheri, Isabella Nogues, Jianhua Yao, Ronald M. Summers
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When Was That Made? Sirion Vittayakorn, Alexander C. Berg, Tamara L. Berg
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Who Moved My Cheese? Automatic Annotation of Rodent Behaviors with Convolutional Neural Networks Zhongzheng Ren, Adriana Noronha Annie, Vogel Ciernia, Yong Jae Lee
Writer Identification in Noisy Handwritten Documents Karl Ni, Patrick Callier, Bradley Hatch
X-Ray PoseNet: 6 DoF Pose Estimation for Mobile X-Ray Devices Mai Bui, Shadi Albarqouni, Michael Schrapp, Nassir Navab, Slobodan Ilic
X-Ray Scattering Image Classification Using Deep Learning Boyu Wang, Kevin G. Yager, Dantong Yu, Minh Hoai
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