ML Anthology

WACV 2018

221 papers

"Seeing Is Believing": Pedestrian Trajectory Forecasting Using Visual Frustum of Attention Irtiza Hasan, Francesco Setti, Theodore Tsesmelis, Alessio Del Bue, Marco Cristani, Fabio Galasso
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3D Head Pose Estimation Enhanced Through SURF-Based Key-Frames Francisco Madrigal, Frédéric Lerasle, André Monin
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3D Shape Processing by Convolutional Denoising Autoencoders on Local Patches Kripasindhu Sarkar, Kiran Varanasi, Didier Stricker
A Compact Convolutional Neural Network for Textured Surface Anomaly Detection Domen Racki, Dejan Tomazevic, Danijel Skocaj
A Deep Four-Stream Siamese Convolutional Neural Network with Joint Verification and Identification Loss for Person Re-Detection Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes
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A Generative Approach to Zero-Shot and Few-Shot Action Recognition Ashish Mishra, Vinay Kumar Verma, M. Shiva Krishna Reddy, Arulkumar Subramaniam, Piyush Rai, Anurag Mittal
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A Greedy Part Assignment Algorithm for Real-Time Multi-Person 2D Pose Estimation Srenivas Varadarajan, Parual Datta, Omesh Tickoo
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A Hybrid Method for 3D Pose Estimation of Personalized Human Body Models Ammar Qammaz, Damien Michel, Antonis A. Argyros
A Joint 3D-2D Based Method for Free Space Detection on Roads Suvam Patra, Pranjal Maheshwari, Shashank Yadav, Subhashis Banerjee, Chetan Arora
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A Method for Segmentation, Matching and Alignment of Dead Sea Scrolls Gil Levi, Pinhas Nisnevich, Adiel Ben-Shalom, Nachum Dershowitz, Lior Wolf
A Rotationally-Invariant Convolution Module by Feature mAP Back-Rotation Patrick Follmann, Tobias Böttger
A Semi-Supervised Two-Stage Approach to Learning from Noisy Labels Yifan Ding, Liqiang Wang, Deliang Fan, Boqing Gong
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A Simple yet Effective Model for Zero-Shot Learning Xi Hang Cao, Zoran Obradovic, Kyungnam Kim
A Temporal Sequence Learning for Action Recognition and Prediction Sangwoo Cho, Hassan Foroosh
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A Two-Point Method for PTZ Camera Calibration in Sports Jianhui Chen, Fangrui Zhu, James J. Little
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ActionFlowNet: Learning Motion Representation for Action Recognition Joe Yue-Hei Ng, Jonghyun Choi, Jan Neumann, Larry S. Davis
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Activity-Conditioned Continuous Human Pose Estimation for Performance Analysis of Athletes Using the Example of Swimming Moritz Einfalt, Dan Zecha, Rainer Lienhart
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Adversarial Training of Variational Auto-Encoders for High Fidelity Image Generation Salman H. Khan, Munawar Hayat, Nick Barnes
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Aesthetic Inference for Smart Mobile Devices Michal Kucer, David W. Messinger
An Analysis of Human-Centered Geolocation Kaili Wang, Yu-Hui Huang, José Oramas M., Luc Van Gool, Tinne Tuytelaars
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An Animal Detection Pipeline for Identification Jason R. Parham, Charles V. Stewart, Jonathan P. Crall, Daniel I. Rubenstein, Jason Holmberg, Tanya Y. Berger-Wolf
An Epipolar Line from a Single Pixel Tavi Halperin, Michael Werman
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An Order Preserving Bilinear Model for Person Detection in Multi-Modal Data Oytun Ulutan, Benjamin S. Riggan, Nasser M. Nasrabadi, B. S. Manjunath
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Anomaly Explanation Using Metadata Di Qi, Joshua Arfin, Mengxue Zhang, Tushar Mathew, Robert Pless, Brendan Juba
Automated Action Units vs. Expert Raters: Face Off Svati Dhamija, Terrance E. Boult
Automated Top View Registration of Broadcast Football Videos Rahul Anand Sharma, Bharath Bhat, Vineet Gandhi, C. V. Jawahar
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Automatic Analysis of Sewer Pipes Based on Unrolled Monocular Fisheye Images Johannes Kunzel, Thomas Werner, Peter Eisert, Jan Waschnewski
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Balancing Content and Style with Two-Stream FCNs for Style Transfer Duc Minh Vo, Trung-Nghia Le, Akihiro Sugimoto
BranchConnect: Image Categorization with Learned Branch Connections Karim Ahmed, Lorenzo Torresani
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ByLabel: A Boundary Based Semi-Automatic Image Annotation Tool Xuebin Qin, Shida He, Zichen Zhang, Masood Dehghan, Martin Jägersand
C2MSNet: A Novel Approach for Single Image Haze Removal Akshay Dudhane, Subrahmanyam Murala
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Camera Selection for Broadcasting Soccer Games Jianhui Chen, Lili Meng, James J. Little
Chainlets: A New Descriptor for Detection and Recognition Adil M. Ahmad, Daniel Lemmond, Terrance E. Boult
Channel-Recurrent Autoencoding for Image Modeling Wenling Shang, Kihyuk Sohn, Yuandong Tian
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Chess Piece Recognition Using Oriented Chamfer Matching with a Comparison to CNN Youye Xie, Gongguo Tang, William A. Hoff
Classification of Crop Lodging with Gray Level Co-Occurrence Matrix Sajith Rajapaksa, Mark G. Eramian, Hema Sudhakar Duddu, Menglu Wang, Steve Shirtliffe, Seungbum Ryu, Anique Josuttes, Ti Zhang, Sally Vail, Curtis Pozniak, Isobel Parkin
Confidence Prediction for Lexicon-Free OCR Noam Mor, Lior Wolf
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Context-Aware Single-Shot Detector Wei Xiang, Dong-Qing Zhang, Heather Yu, Vassilis Athitsos
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Contextually Customized Video Summaries via Natural Language Jinsoo Choi, Tae-Hyun Oh, In So Kweon
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Crowd Counting via Scale-Adaptive Convolutional Neural Network Lu Zhang, Miaojing Shi, Qiaobo Chen
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Crowd Counting with Minimal Data Using Generative Adversarial Networks for Multiple Target Regression Greg Olmschenk, Hao Tang, Zhigang Zhu
CSVideoNet: A Real-Time End-to-End Learning Framework for High-Frame-Rate Video Compressive Sensing Kai Xu, Fengbo Ren
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CT-SRCNN: Cascade Trained and Trimmed Deep Convolutional Neural Networks for Image Super Resolution Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
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DARN: A Deep Adversarial Residual Network for Intrinsic Image Decomposition Louis Lettry, Kenneth Vanhoey, Luc Van Gool
Decoupled Learning for Conditional Adversarial Networks Zhifei Zhang, Yang Song, Hairong Qi
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Deep Cosine Metric Learning for Person Re-Identification Nicolai Wojke, Alex Bewley
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Deep Radio-Visual Localization Tatsuya Ishihara, Kris M. Kitani, Chieko Asakawa, Michitaka Hirose
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie
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DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels Sachin Mehta, Amar P. Azad, Saneem A. Chemmengath, Vikas Raykar, Shivkumar Kalyanaraman
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DeepWheat: Estimating Phenotypic Traits from Crop Images with Deep Learning Shubhra Aich, Anique Josuttes, Ilya Ovsyannikov, Keegan Strueby, Imran Ahmed, Hema Sudhakar Duddu, Curtis Pozniak, Steve Shirtliffe, Ian Stavness
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DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image Andrey Kurenkov, Jingwei Ji, Animesh Garg, Viraj Mehta, JunYoung Gwak, Christopher B. Choy, Silvio Savarese
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Delay Compensation for Actuated Stereoscopic 360 Degree Telepresence Systems with Probabilistic Head Motion Prediction Tamay Aykut, Christoph Burgmair, Mojtaba Karimi, Jingyi Xu, Eckehard G. Steinbach
Depth mAP Completion by Jointly Exploiting Blurry Color Images and Sparse Depth Maps Liyuan Pan, Yuchao Dai, Miaomiao Liu, Fatih Porikli
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Detect-SLAM: Making Object Detection and SLAM Mutually Beneficial Fangwei Zhong, Sheng Wang, Ziqi Zhang, China Chen, Yizhou Wang
DGSAC: Density Guided Sampling and Consensus Lokender Tiwari, Saket Anand
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Discriminative Cross-View Binary Representation Learning Liu Liu, Hairong Qi
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Disjoint Multi-Task Learning Between Heterogeneous Human-Centric Tasks Dong-Jin Kim, Jinsoo Choi, Tae-Hyun Oh, Youngjin Yoon, In So Kweon
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Distributed Active Learning for Image Recognition Shayok Chakraborty
Distribution-Aware Binarization of Neural Networks for Sketch Recognition Ameya Prabhu, Vishal Batchu, Sri Aurobindo Munagala, Rohit Gajawada, Anoop M. Namboodiri
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Driving Scene Perception Network: Real-Time Joint Detection, Depth Estimation and Semantic Segmentation Liangfu Chen, Zeng Yang, Jianjun Ma, Zheng Luo
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Dynamic Visual Sequence Prediction with Motion Flow Networks Dinghuang Ji, Zheng Wei, Enrique Dunn, Jan-Michael Frahm
ECLIPSE: Ensembles of Centroids Leveraging Iteratively Processed Spatial Eclipse Clustering Chunchun Li, Manuel Günther, Terrance E. Boult
Effective Combination of Vertical and Horizontal Stereo Vision Jan Kallwies, Hans-Joachim Wuensche
Effective Use of Dilated Convolutions for Segmenting Small Object Instances in Remote Sensing Imagery Ryuhei Hamaguchi, Aito Fujita, Keisuke Nemoto, Tomoyuki Imaizumi, Shuhei Hikosaka
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Efficient mAP Compression for Collaborative Visual SLAM Dominik Van Opdenbosch, Tamay Aykut, Nicolas Alt, Eckehard G. Steinbach
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Efficient Multi-Attribute Similarity Learning Towards Attribute-Based Fashion Search Kenan E. Ak, Joo-Hwee Lim, Jo Yew Tham, Ashraf A. Kassim
Efficient Training for Automatic Defect Classification by Image Augmentation Naoaki Kondo, Minoru Harada, Yuji Takagi
Emotion Analysis Using Audio/Video, EMG and EEG: A Dataset and Comparison Study Farnaz Abtahi, Tony Ro, Wei Li, Zhigang Zhu
End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding Effrosyni Mavroudi, Divya Bhaskara, Shahin Sefati, Haider Ali, René Vidal
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EnKCF: Ensemble of Kernelized Correlation Filters for High-Speed Object Tracking Burak Uzkent, YoungWoo Seo
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Ensemble Knowledge Transfer for Semantic Segmentation Ishan Nigam, Chen Huang, Deva Ramanan
Face and Body Association for Video-Based Face Recognition KangGeon Kim, Zhenheng Yang, Iacopo Masi, Ramakant Nevatia, Gérard G. Medioni
Face Liveness Detection Based on Perceptual Image Quality Assessment Features with Multi-Scale Analysis Chun-Hsiao Yeh, Herng-Hua Chang
Face Sketch Synthesis with Style Transfer Using Pyramid Column Feature Chaofeng Chen, Xiao Tan, Kwan-Yee K. Wong
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Face-MagNet: Magnifying Feature Maps to Detect Small Faces Pouya Samangouei, Rama Chellappa, Mahyar Najibi, Larry S. Davis
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Factorized Convolutional Networks: Unsupervised Fine-Tuning for Image Clustering Liang-Yan Gui, Liangke Gui, Yu-Xiong Wang, Louis-Philippe Morency, José M. F. Moura
Fading Affect Bias: Improving the Trade-Off Between Accuracy and Efficiency in Feature Clustering Ziyin Wang, Sepehr Farhand, Gavriil Tsechpenakis
FARSA: Fully Automated Roadway Safety Assessment Weilian Song, Scott Workman, Armin Hadzic, Xu Zhang, Eric Green, Mei Chen, Reginald R. Souleyrette, Nathan Jacobs
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Fast and Robust Curve Skeletonization for Real-World Elongated Objects Amy Tabb, Henry Medeiros
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Fast Self-Attentive Multimodal Retrieval Jonatas Wehrmann, Mauricio A. Lopes, Martin D. Móre, Rodrigo C. Barros
Fine-Grained and Semantic-Guided Visual Attention for Image Captioning Zongjian Zhang, Qiang Wu, Yang Wang, Fang Chen
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Foot Contact Timings and Step Length for Sprint Training Murray Evans, Steffi L. Colyer, Darren P. Cosker, Aki Salo
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From Pixels to Actions: Learning to Drive a Car with Deep Neural Networks Jonas Heylen, Seppe Iven, Bert De Brabandere, José Oramas M., Luc Van Gool, Tinne Tuytelaars
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Fully-Coupled Two-Stream Spatiotemporal Networks for Extremely Low Resolution Action Recognition Mingze Xu, Aidean Sharghi, Xin Chen, David J. Crandall
Fusion of Infrared and Visible-Light Videos Using Motion-Compensated Temporal Sub-Band Decompositions Jonathan N. Gois, Eduardo A. B. da Silva, Carla L. Pagliari, Marcelo M. Perez
Fusion of Keypoint Tracking and Facial Landmark Detection for Real-Time Head Pose Estimation Jilliam María Díaz Barros, Bruno Mirbach, Frederic Garcia, Kiran Varanasi, Didier Stricker
Gabor Convolutional Networks Shangzhen Luan, Baochang Zhang, Siyue Zhou, Chen Chen, Jungong Han, Wankou Yang, Jianzhuang Liu
General-Purpose Deep Point Cloud Feature Extractor Miguel Domínguez, Rohan Dhamdhere, Atir Petkar, Saloni Jain, Shagan Sah, Raymond W. Ptucha
Generating Handwritten Chinese Characters Using CycleGAN Bo Chang, Qiong Zhang, Shenyi Pan, Lili Meng
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Generative and Discriminative Sparse Coding for Image Classification Applications Ajit Puthenputhussery, Qingfeng Liu, Hao Liu, Chengjun Liu
Generic Tubelet Proposals for Action Localization Jiawei He, Zhiwei Deng, Mostafa S. Ibrahim, Greg Mori
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Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks Aditya Chattopadhyay, Anirban Sarkar, Prantik Howlader, Vineeth N. Balasubramanian
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Graph-Based Correlated Topic Model for Trajectory Clustering in Crowded Videos Manal Al Ghamdi, Yoshihiko Gotoh
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Guided Filtering of Hyperspectral Images Sanjay Ghosh, Naveen Tripathi
HoloFace: Augmenting Human-to-Human Interactions on HoloLens Marek Kowalski, Zbigniew Nasarzewski, Grzegorz Galinski, Piotr Garbat
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How Much Chemistry Does a Deep Neural Network Need to Know to Make Accurate Predictions? Garrett B. Goh, Charles Siegel, Abhinav Vishnu, Nathan O. Hodas, Nathan A. Baker
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Human Shape Capture and Tracking at Home Gaurav Mishra, Saurabh Saini, Kiran Varanasi, P. J. Narayanan
Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and Memory Ameya Prabhu, Vishal Batchu, Rohit Gajawada, Sri Aurobindo Munagala, Anoop M. Namboodiri
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Identity-Preserving Face Recovery from Portraits Fatemeh Shiri, Fatih Porikli, Richard Hartley, Piotr Koniusz
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Illumination-Invariant Robust Multiview 3D Human Motion Capture Nadia Robertini, Florian Bernard, Weipeng Xu, Christian Theobalt
Image Copy-Move Forgery Detection via an End-to-End Deep Neural Network Yue Wu, Wael Abd-Almageed, Prem Natarajan
Image Segmentation Using Sparse Subset Selection Fariba Zohrizadeh, Mohsen Kheirandishfard, Farhad Kamangar
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Image2GIF: Generating Cinemagraphs Using Recurrent Deep Q-Networks Yipin Zhou, Yale Song, Tamara L. Berg
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Improvement of Extrinsic Parameters from a Single Stereo Pair Andreas Kuhn, Lukas Roth, Jan-Michael Frahm, Helmut Mayer
Improving Object Classification Performance via Confusing Categories Study Shangwen Li, Chen Chen, Yuzhuo Ren, C.-C. Jay Kuo
Improving Text-Based Person Search by Spatial Matching and Adaptive Threshold Tianlang Chen, Chenliang Xu, Jiebo Luo
Incremental Structural Modeling Based on Geometric and Statistical Analyses Rafael Alves Roberto, Joao Paulo Silva do Monte Lima, Hideaki Uchiyama, Clemens Arth, Veronica Teichrieb, Rin-Ichiro Taniguchi, Dieter Schmalstieg
Instance-Aware Detailed Action Labeling in Videos Hongtao Yang, Xuming He, Fatih Porikli
Iris Presentation Attack via Textured Contact Lens in Unconstrained Environment Daksha Yadav, Naman Kohli, Mayank Vatsa, Richa Singh, Afzel Noore
Iterative Cross Learning on Noisy Labels Bodi Yuan, Jianyu Chen, Weidong Zhang, Hung-Shuo Tai, Sara McMains
Large Scale Novel Object Discovery in 3D Siddharth Srivastava, Gaurav Sharma, Brejesh Lall
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LBP Channels for Pedestrian Detection Rémi Trichet, François Brémond
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Learning Confidence Measures by Multi-Modal Convolutional Neural Networks Zehua Fu, Mohsen Ardabilian Fard
Learning Disentangled Multimodal Representations for the Fashion Domain Amrita Saha, Megha Nawhal, Mitesh M. Khapra, Vikas C. Raykar
Learning Generative Models of Tissue Organization with Supervised GANs Ligong Han, Robert F. Murphy, Deva Ramanan
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Learning Hierarchical Models of Complex Daily Activities from Annotated Videos Jawad Tayyub, Majd Hawasly, David C. Hogg, Anthony G. Cohn
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Learning Higher Order Potentials for MRFs Dinesh Khandelwal, Parag Singla, Chetan Arora
Learning Image Representations by Completing Damaged Jigsaw Puzzles Dahun Kim, Donghyeon Cho, Donggeun Yoo, In So Kweon
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Learning Long-Term Invariant Features for Vision-Based Localization Niluthpol Chowdhury Mithun, Cody Simons, Robert Casey, Stefan Hilligardt, Amit K. Roy-Chowdhury
Learning Semantic Segmentation with Diverse Supervision Linwei Ye, Zhi Liu, Yang Wang
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Learning to Detect Human-Object Interactions Yu-Wei Chao, Yunfan Liu, Xieyang Liu, Huayi Zeng, Jia Deng
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Learning to Detect Multiple Photographic Defects Ning Yu, Xiaohui Shen, Zhe Lin, Radomír Mech, Connelly Barnes
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Learning to Generate 3D Stylized Character Expressions from Humans Deepali Aneja, Bindita Chaudhuri, Alex Colburn, Gary Faigin, Linda G. Shapiro, Barbara Mones
Learning to Prune Filters in Convolutional Neural Networks Qiangui Huang, Shaohua Kevin Zhou, Suya You, Ulrich Neumann
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Learning to See Through Turbulent Water Zhengqin Li, Zak Murez, David J. Kriegman, Ravi Ramamoorthi, Manmohan Chandraker
Learning to Segment Breast Biopsy Whole Slide Images Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
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Learning Video-Story Composition via Recurrent Neural Network Guangyu Zhong, Yi-Hsuan Tsai, Sifei Liu, Zhixun Su, Ming-Hsuan Yang
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Light-Field Surface Color Segmentation with an Application to Intrinsic Decomposition Elena Garces, Erik Reinhard
Long-Term Person Re-Identification Using True Motion from Videos Peng Zhang, Qiang Wu, Jingsong Xu, Jian Zhang
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Look-up Table Unit Activation Function for Deep Convolutional Neural Networks Min Wang, Baoyuan Liu, Hassan Foroosh
Micro-Expression Spotting Using the Riesz Pyramid Carlos Arango Duque, Olivier Alata, Rémi Emonet, Anne-Claire Legrand, Hubert Konik
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Minimal Non-Linear Camera Pose Estimation Method Using Lines for SLAM Application Yu Cao, Haishu Tan, Fuqiang Zhou
Minimal Solvers for Monocular Rolling Shutter Compensation Under Ackermann Motion Pulak Purkait, Christopher Zach
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Modeling Temporal Structure with LSTM for Online Action Detection Roeland De Geest, Tinne Tuytelaars
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Multi Feature Deconvolutional Faster R-CNN for Precise Vehicle Detection in Aerial Imagery Lars Wilko Sommer, Arne Schumann, Tobias Schuchert, Jürgen Beyerer
Multi-Modal Learning from Unpaired Images: Application to Multi-Organ Segmentation in CT and MRI Vanya V. Valindria, Nick Pawlowski, Martin Rajchl, Ioannis Lavdas, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert, Ben Glocker
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Multi-Pattern Embedded Phase Shifting Using a High-Speed Projector for Fast and Accurate Dynamic 3D Measurement Michika Maruyama, Satoshi Tabata, Yoshihiro Watanabe
Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction Mingze Xu, Chenyou Fan, John D. Paden, Geoffrey C. Fox, David J. Crandall
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Multi-View Stereo 3D Edge Reconstruction Andrea Bignoli, Andrea Romanoni, Matteo Matteucci
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Multichannel Attention Network for Analyzing Visual Behavior in Public Speaking Rahul Sharma, Tanaya Guha, Gaurav Sharma
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Multilinear Autoencoder for 3D Face Model Learning Victoria Fernández Abrevaya, Stefanie Wuhrer, Edmond Boyer
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Multiple Anthropological Fisher Kernel Framework and Its Application to Kinship Verification Ajit Puthenputhussery, Qingfeng Liu, Chengjun Liu
NCC-Net: Normalized Cross Correlation Based Deep Matcher with Robustness to Illumination Variations Arulkumar Subramaniam, Prashanth Balasubramanian, Anurag Mittal
Neural Algebra of Classifiers Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould
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Object Detection in Real-Time Systems: Going Beyond Precision Anupam Sobti, Chetan Arora, M. Balakrishnan
Object Referring in Visual Scene with Spoken Language Arun Balajee Vasudevan, Dengxin Dai
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Object-Based Reasoning in VQA Mikyas T. Desta, Larry Chen, Tomasz Kornuta
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Object-Centric Photometric Bundle Adjustment with Deep Shape Prior Rui Zhu, Chaoyang Wang, Chen-Hsuan Lin, Ziyan Wang, Simon Lucey
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Path Reducing Watershed for the GPU Varduhi Yeghiazaryan, Irina Voiculescu
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Person Authentication Using Head Images Aakarsh Malhotra, Richa Singh, Mayank Vatsa, Vishal M. Patel
PIVO: Probabilistic Inertial-Visual Odometry for Occlusion-Robust Navigation Arno Solin, Santiago Cortés Reina, Esa Rahtu, Juho Kannala
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Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection Mahdyar Ravanbakhsh, Moin Nabi, Hossein Mousavi, Enver Sangineto, Nicu Sebe
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Predicting Facial Attributes in Video Using Temporal Coherence and Motion-Attention Emily M. Hand, Carlos Domingo Castillo, Rama Chellappa
QRkit: Sparse, Composable QR Decompositions for Efficient and Stable Solutions to Problems in Computer Vision Jan Svoboda, Thomas J. Cashman, Andrew W. Fitzgibbon
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Real-Time Simultaneous 3D Reconstruction and Optical Flow Estimation Menandro Roxas, Takeshi Oishi
Real-Time Variational Range Image Fusion and Visualization for Large-Scale Scenes Using GPU Hash Tables Nico Marniok, Bastian Goldluecke
Recognition of Pollen-Bearing Bees from Video Using Convolutional Neural Network Ivan F. Rodriguez, Rémi Mégret, Edgar Acuña, José L. Agosto-Rivera, Tugrul Giray
Recognizing Visual Signatures of Spontaneous Head Gestures Mohit Sharma, Dragan Ahmetovic, László A. Jeni, Kris M. Kitani
Recommending Outfits from Personal Closet Pongsate Tangseng, Kota Yamaguchi, Takayuki Okatani
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Recovering from Random Pruning: On the Plasticity of Deep Convolutional Neural Networks Deepak Mittal, Shweta Bhardwaj, Mitesh M. Khapra, Balaraman Ravindran
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Recurrent Autoregressive Networks for Online Multi-Object Tracking Kuan Fang, Yu Xiang, Xiaocheng Li, Silvio Savarese
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ReHAR: Robust and Efficient Human Activity Recognition Xin Li, Mooi Choo Chuah
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Reliability mAP Estimation for CNN-Based Camera Model Attribution David Guera, Fengqing Zhu, Sri Kalyan Yarlagadda, Stefano Tubaro, Paolo Bestagini, Edward J. Delp
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ReMotENet: Efficient Relevant Motion Event Detection for Large-Scale Home Surveillance Videos Ruichi Yu, Hongcheng Wang, Larry S. Davis
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Retweet Wars: Tweet Popularity Prediction via Dynamic Multimodal Regression Ke Wang, Mohit Bansal, Jan-Michael Frahm
RGBD Camera Based Material Recognition via Surface Roughness Estimation Jungjun Kim, Hwasup Lim, Sang Chul Ahn, Seungkyu Lee
Robust Adaptive Heart-Rate Monitoring Using Face Videos Puneet Gupta, Brojeshwar Bhowmick, Arpan Pal
Robust and Accurate Text Stroke Segmentation Siyang Qin, Peng Ren, Seongdo Kim, Roberto Manduchi
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Robust and User Friendly 3D Re-Construction of Neutron Tomographic Images Hao Song, Mark G. Eramian, Emil Hallin, Blanche Leyeza, Paul G. Arnison, Ronald Rogge
Robust Subspace Clustering by Bi-Sparsity Pursuit: Guarantees and Sequential Algorithm Ashkan Panahi, Xiao Bian, Hamid Krim, Liyi Dai
Rotation Adaptive Visual Object Tracking with Motion Consistency Litu Rout, Sidhartha, Deepak Mishra, Rama Krishna Sai Subrahmanyam Gorthi
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Rotational Rectification Network: Enabling Pedestrian Detection for Mobile Vision Xinshuo Weng, Shangxuan Wu, Fares Beainy, Kris M. Kitani
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Saliency Driven Image Manipulation Roey Mechrez, Eli Shechtman, Lihi Zelnik-Manor
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Saliency Prediction for Mobile User Interfaces Prakhar Gupta, Shubh Gupta, Ajaykrishnan Jayagopal, Sourav Pal, Ritwik Sinha
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Salient Region-Based Online Object Tracking Hyemin Lee, Daijin Kim
SatTel: A Framework for Commercial Satellite Imagery Exploitation Andrew D. Gilliam, Thomas B. Pollard, Andrew Neff, Yi Dong, Scott Sorensen, Robert Wagner, Selene Chew, Todd V. Rovito, Joseph L. Mundy
Scaling Human-Object Interaction Recognition Through Zero-Shot Learning Liyue Shen, Serena Yeung, Judy Hoffman, Greg Mori, Li Fei-Fei
ScanNet: A Fast and Dense Scanning Framework for Metastastic Breast Cancer Detection from Whole-Slide Image Huangjing Lin, Hao Chen, Qi Dou, Liansheng Wang, Jing Qin, Pheng-Ann Heng
SceneFlowFields: Dense Interpolation of Sparse Scene Flow Correspondences René Schuster, Oliver Wasenmüller, Georg Kuschk, Christian Bailer, Didier Stricker
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Segmentation and Shape Extraction from Convolutional Neural Networks Mai Lan Ha, Gianni Franchi, Michael Möller, Andreas Kolb, Volker Blanz
Segmenting Root Systems in X-Ray Computed Tomography Images Using Level Sets Amy Tabb, Keith E. Duncan, Christopher N. Topp
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Semantic Labeling Based Vehicle Detection in Aerial Imagery Kun Nie, Lars Wilko Sommer, Arne Schumann, Jürgen Beyerer
Semantically Guided Visual Question Answering Handong Zhao, Quanfu Fan, Dan Gutfreund, Yun Fu
SHADHO: Massively Scalable Hardware-Aware Distributed Hyperparameter Optimization Jeffery Kinnison, Nathaniel Kremer-Herman, Douglas Thain, Walter J. Scheirer
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SmartPartNet: Part-Informed Person Detection for Body-Worn Smartphones Heng Yu, Eshed Ohn-Bar, Donghyun Yoo, Kris M. Kitani
Soft-Cascade Learning with Explicit Computation Time Considerations Francisco Rodolfo Barbosa-Anda, Frédéric Lerasle, Cyril Briand, Alhayat Ali Mekonnen
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SS-LSTM: A Hierarchical LSTM Model for Pedestrian Trajectory Prediction Hao Xue, Du Q. Huynh, Mark Reynolds
Stabilizing First Person 360 Degree Videos Chetan Arora, Vivek Kwatra
StairNet: Top-Down Semantic Aggregation for Accurate One Shot Detection Sanghyun Woo, Soonmin Hwang, In So Kweon
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Structural Recurrent Neural Network (SRNN) for Group Activity Analysis Sovan Biswas, Juergen Gall
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Structured GANs Irad Peleg, Lior Wolf
Structured Triplet Learning with POS-Tag Guided Attention for Visual Question Answering Zhe Wang, Xiaoyi Liu, Limin Wang, Yu Qiao, Xiaohui Xie, Charless C. Fowlkes
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Super-Resolution for Overhead Imagery Using DenseNets and Adversarial Learning Marc Bosch, Christopher M. Gifford, Pedro A. Rodriguez
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Supervised Deep-Autoencoder for Depth Image-Based 3D Model Retrieval Ayesha Siddiqua, Guoliang Fan
Synthetic to Real Adaptation with Generative Correlation Alignment Networks Xingchao Peng, Kate Saenko
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Task Specific Visual Saliency Prediction with Memory Augmented Conditional Generative Adversarial Networks Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
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Temporal Difference Networks for Video Action Recognition Joe Yue-Hei Ng, Larry S. Davis
The More You Look, the More You See: Towards General Object Understanding Through Recursive Refinement Jingyan Wang, Olga Russakovsky, Deva Ramanan
Thermal to Visible Synthesis of Face Images Using Multiple Regions Benjamin S. Riggan, Nathaniel J. Short, Shuowen Hu
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To Frontalize or Not to Frontalize: Do We Really Need Elaborate Pre-Processing to Improve Face Recognition? Sandipan Banerjee, Joel Brogan, Janez Krizaj, Aparna Bharati, Brandon RichardWebster, Vitomir Struc, Patrick J. Flynn, Walter J. Scheirer
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Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks Amy Jin, Serena Yeung, Jeffrey Jopling, Jonathan Krause, Dan Azagury, Arnold Milstein, Li Fei-Fei
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Towards Automated Transcription of Label Text from Pinned Insect Collections Nitin Agarwal, Nicola J. Ferrier, Mark Hereld
Towards Robust Deep Neural Networks with BANG Andras Rozsa, Manuel Günther, Terrance E. Boult
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Towards Structured Analysis of Broadcast Badminton Videos Anurag Ghosh, Suriya Singh, C. V. Jawahar
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Towards the Success Rate of One: Real-Time Unconstrained Salient Object Detection Mahyar Najibi, Fan Yang, Qiaosong Wang, Robinson Piramuthu
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Tracking an RGB-D Camera on Mobile Devices Using an Improved Frame-to-Frame Pose Estimation Method Jaepung An, Jaehyun Lee, Jiman Jeong, Insung Ihm
Tracking by Prediction: A Deep Generative Model for Mutli-Person Localisation and Tracking Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
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UG2: A Video Benchmark for Assessing the Impact of Image Restoration and Enhancement on Automatic Visual Recognition Rosaura G. Vidal, Sreya Banerjee, Klemen Grm, Vitomir Struc, Walter J. Scheirer
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Understanding Convolution for Semantic Segmentation Panqu Wang, Pengfei Chen, Ye Yuan, Ding Liu, Zehua Huang, Xiaodi Hou, Garrison W. Cottrell
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Unsupervised Clustering Guided Semantic Segmentation Qin Huang, Chunyang Xia, Siyang Li, Ye Wang, Yuhang Song, C.-C. Jay Kuo
Unsupervised Object Discovery for Instance Recognition Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
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Using a Single RGB Frame for Real Time 3D Hand Pose Estimation in the Wild Paschalis Panteleris, Iason Oikonomidis, Antonis A. Argyros
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Vector Graph Representation for Deformation Transfer Using Poisson Interpolation Prashant Domadiya, Pratik Shah, Suman K. Mitra
Vehicle Re-Identification by Adversarial Bi-Directional LSTM Network Yi Zhou, Ling Shao
Video Inpainting for Arbitrary Foreground Object Removal Ashraf Siddique, Seungkyu Lee
Visual Weather Temperature Prediction Wei-Ta Chu, Kai-Chia Ho, Ali Borji
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Weakly Supervised Facial Attribute Manipulation via Deep Adversarial Network Yilin Wang, Suhang Wang, Guojun Qi, Jiliang Tang, Baoxin Li
Where and Who? Automatic Semantic-Aware Person Composition Fuwen Tan, Crispin Bernier, Benjamin Cohen, Vicente Ordonez, Connelly Barnes
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Wide-Slice Residual Networks for Food Recognition Niki Martinel, Gian Luca Foresti, Christian Micheloni
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Will People like Your Image? Learning the Aesthetic Space Katharina Schwarz, Patrick Wieschollek, Hendrik P. A. Lensch
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Word Spotting in Silent Lip Videos Abhishek Jha, Vinay P. Namboodiri, C. V. Jawahar