CVPRW 2018
350 papers
2D-3D CNN Based Architectures for Spectral Reconstruction from RGB Images
Sriharsha Koundinya, Himanshu Sharma, Manoj Sharma, Avinash Upadhyay, Raunak Manekar, Rudrabha Mukhopadhyay, Abhijit Karmakar, Santanu Chaudhury 3D Cell Nuclear Morphology: Microscopy Imaging Dataset and Voxel-Based Morphometry Classification Results
Alexandr A. Kalinin, Ari Allyn-Feuer, Alexander S. Ade, Gordon-Victor Fon, Walter Meixner, David Dilworth, Jeffrey R. de Wet, Gerald A. Higgins, Gen Zheng, Amy Creekmore, John W. Wiley, James E. Verdone, Robert W. Veltri, Kenneth J. Pienta, Donald S. Coffey, Brian D. Athey, Ivo D. Dinov A Comparative Study of Real-Time Semantic Segmentation for Autonomous Driving
Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Kumar Yogamani, Martin Jägersand, Hong Zhang A Fully Progressive Approach to Single-Image Super-Resolution
Yifan Wang, Federico Perazzi, Brian McWilliams, Alexander Sorkine-Hornung, Olga Sorkine-Hornung, Christopher Schroers A Multimodal Approach to Mapping Soundscapes
Tawfiq Salem, Menghua Zhai, Scott Workman, Nathan Jacobs A Semi-Automatic 2D Solution for Vehicle Speed Estimation from Monocular Videos
Amit Kumar, Pirazh Khorramshahi, Wei-An Lin, Prithviraj Dhar, Jun-Cheng Chen, Rama Chellappa Active Vision Dataset Benchmark
Phil Ammirato, Alexander C. Berg, Jana Kosecka AIC2018 Report: Traffic Surveillance Research
Tingyu Mao, Wei Zhang, Haoyu He, Yanjun Lin, Vinay Kale, Alexander Stein, Zoran Kostic Assessing Shape Bias Property of Convolutional Neural Networks
Hossein Hosseini, Baicen Xiao, Mayoore Jaiswal, Radha Poovendran Attention in Multimodal Neural Networks for Person Re-Identification
Aske R. Lejbølle, Benjamin Krogh, Kamal Nasrollahi, Thomas B. Moeslund Attribute Augmented Convolutional Neural Network for Face Hallucination
Cheng-Han Lee, Kaipeng Zhang, Hu-Cheng Lee, Chia-Wen Cheng, Winston H. Hsu Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition
Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi Audio-Visual Temporal Saliency Modeling Validated by fMRI Data
Petros Koutras, Georgia Panagiotaropoulou, Antigoni Tsiami, Petros Maragos Automated Analysis of Marine Video with Limited Data
Deborah Levy, Yuval Belfer, Elad Osherov, Eyal Bigal, Aviad P. Scheinin, Hagai Nativ, Dan Tchernov, Tali Treibitz Automatic Cricket Highlight Generation Using Event-Driven and Excitement-Based Features
Pushkar Shukla, Hemant Sadana, Apaar Bansal, Deepak Verma, Carlos E. L. Elmadjian, Balasubramanian Raman, Matthew Turk Block-Optimized Variable Bit Rate Neural Image Compression
Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Jani Lainema, Emre Aksu, Miska M. Hannuksela BlockCNN: A Deep Network for Artifact Removal and Image Compression
Danial Maleki, Soheila Nadalian, Mohammad Mahdi Derakhshani, Mohammad Amin Sadeghi Building Detection from Satellite Imagery Using a Composite Loss Function
Sergey Golovanov, Rauf Kurbanov, Aleksey Artamonov, Alex Davydow, Sergey I. Nikolenko Cell Image Segmentation by Integrating Multiple CNNs
Yuki Hiramatsu, Kazuhiro Hotta, Ayako Imanishi, Michiyuki Matsuda, Kenta Terai Challenges on Large Scale Surveillance Video Analysis
Weitao Feng, Deyi Ji, Yiru Wang, Shuorong Chang, Hansheng Ren, Weihao Gan Classifying Group Emotions for Socially-Aware Autonomous Vehicle Navigation
Aniket Bera, Tanmay Randhavane, Austin Wang, Dinesh Manocha, Emily Kubin, Kurt Gray Clothing Change Aware Person Identification
Jia Xue, Zibo Meng, Karthik Katipally, Haibo Wang, Kees van Zon CNN-Optimized Image Compression with Uncertainty Based Resource Allocation
Zhenzhong Chen, Yiming Li, Feiyang Liu, Zizheng Liu, Xiang Pan, Wanjie Sun, Yingbin Wang, Yan Zhou, Han Zhu, Shan Liu ContextVP: Fully Context-Aware Video Prediction
Wonmin Byeon, Qin Wang, Rupesh Kumar Srivastava, Petros Koumoutsakos Convolutional Neural Networks Based Ball Detection in Tennis Games
Vito Renò, Nicola Mosca, Roberto Marani, Massimiliano Nitti, Tiziana D'Orazio, Ettore Stella Cosmetic Features Extraction by a Single Image Makeup Decomposition
Kanami Yamagishi, Shintaro Yamamoto, Takuya Kato, Shigeo Morishima Covariance Pooling for Facial Expression Recognition
Dinesh Acharya, Zhiwu Huang, Danda Pani Paudel, Luc Van Gool Cross-Domain Hallucination Network for Fine-Grained Object Recognition
Jin-Fu Lin, Yen-Liang Lin, Erh-Kan King, Hung-Ting Su, Winston H. Hsu Crowd Activity Change Point Detection in Videos via Graph Stream Mining
Meng Yang, Lida Rashidi, Sutharshan Rajasegarar, Christopher Leckie, Aravinda S. Rao, Marimuthu Palaniswami Deep Aggregation Net for Land Cover Classification
Tzu-Sheng Kuo, Keng-Sen Tseng, Jia-Wei Yan, Yen-Cheng Liu, Yu-Chiang Frank Wang Deep Disguised Faces Recognition
Kaipeng Zhang, Ya-Liang Chang, Winston H. Hsu Deep Features for Recognizing Disguised Faces in the Wild
Ankan Bansal, Rajeev Ranjan, Carlos Domingo Castillo, Rama Chellappa Deep Image Compression via End-to-End Learning
Haojie Liu, Tong Chen, Qiu Shen, Tao Yue, Zhan Ma Deep Learning Based Single Image Dehazing
Patricia L. Suarez, Angel Domingo Sappa, Boris Xavier Vintimilla, Riad I. Hammoud DeepGlobe 2018: A Challenge to Parse the Earth Through Satellite Images
Ilke Demir, Krzysztof Koperski, David Lindenbaum, Guan Pang, Jing Huang, Saikat Basu, Forest Hughes, Devis Tuia, Ramesh Raskar DeepVQ: A Deep Network Architecture for Vector Quantization
Dang-Khoa Le Tan, Huu Le, Tuan Hoang, Thanh-Toan Do, Ngai-Man Cheung Disguised Faces in the Wild
Vineet Kushwaha, Maneet Singh, Richa Singh, Mayank Vatsa, Nalini K. Ratha, Rama Chellappa DIY Human Action Dataset Generation
Mehran Khodabandeh, Hamid Reza Vaezi Joze, Ilya Zharkov, Vivek Pradeep Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection
Yan Xu, Xi Ouyang, Yu Cheng, Shining Yu, Lin Xiong, Choon-Ching Ng, Sugiri Pranata, Shengmei Shen, Junliang Xing Efficient Deep Learning Inference Based on Model Compression
Qing Zhang, Mengru Zhang, Mengdi Wang, Wanchen Sui, Chen Meng, Jun Yang, Weidan Kong, Xiaoyuan Cui, Wei Lin Efficient Semantic Segmentation Using Gradual Grouping
Nikitha Vallurupalli, Sriharsha Annamaneni, Girish Varma, C. V. Jawahar, Manu Mathew, Soyeb Nagori Embodied Question Answering
Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems
Adam Kortylewski, Bernhard Egger, Andreas Schneider, Thomas Gerig, Andreas Morel-Forster, Thomas Vetter Error Correction for Dense Semantic Image Labeling
Yu-Hui Huang, Xu Jia, Stamatios Georgoulis, Tinne Tuytelaars, Luc Van Gool Estimating Attention of Faces Due to Its Growing Level of Emotions
Ravi Kant Kumar, Jogendra Garain, Dakshina Ranjan Kisku, Goutam Sanyal Estimation of Center of Mass for Sports Scene Using Weighted Visual Hull
Tomoya Kaichi, Shohei Mori, Hideo Saito, Kosuke Takahashi, Dan Mikami, Mariko Isogawa, Hideaki Kimata Extreme Learned Image Compression with GANs
Eirikur Agustsson, Michael Tschannen, Fabian Mentzer, Radu Timofte, Luc Van Gool Fast Forwarding Egocentric Videos by Listening and Watching
Vinicius Signori Furlan, Ruzena Bajcsy, Erickson R. Nascimento FastSME: Faster and Smoother Manifold Extraction from 3D Stack
Sreetama Basu, Elton Rexhepaj, Nathalie Spassky, Auguste Genovesio, Rasmus Reinhold Paulsen, A. S. M. Shihavuddin Feature Pyramid Network for Multi-Class Land Segmentation
Selim S. Seferbekov, Vladimir Iglovikov, Alexander Buslaev, Alexey Shvets Forgery Detection in 3D-Sensor Images
Noa Privman-Horesh, Azmi Haider, Hagit Hel-Or Fully-Automatic Camera-Based Pulse-Oximetry During Sleep
Tom Vogels, Mark van Gastel, Wenjin Wang, Gerard de Haan Fusion of Head and Full-Body Detectors for Multi-Object Tracking
Roberto Henschel, Laura Leal-Taixé, Daniel Cremers, Bodo Rosenhahn Gait Recognition by Deformable Registration
Yasushi Makihara, Daisuke Adachi, Chi Xu, Yasushi Yagi Generative Adversarial Style Transfer Networks for Face Aging
Sveinn Palsson, Eirikur Agustsson, Radu Timofte, Luc Van Gool Geometric Consistency for Self-Supervised End-to-End Visual Odometry
Ganesh Iyer, J. Krishna Murthy, Gunshi Gupta, K. Madhava Krishna, Liam Paull Geometry-Aware Traffic Flow Analysis by Detection and Tracking
Honghui Shi, Zhonghao Wang, Yang Zhang, Xinchao Wang, Thomas S. Huang Global Pose Estimation with an Attention-Based Recurrent Network
Emilio Parisotto, Devendra Singh Chaplot, Jian Zhang, Ruslan Salakhutdinov Graph@FIT Submission to the NVIDIA AI City Challenge 2018
Jakub Sochor, Jakub Spanhel, Roman Juránek, Petr Dobes, Adam Herout Hard Example Mining with Auxiliary Embeddings
Evgeny Smirnov, Aleksandr Melnikov, Andrei Oleinik, Elizaveta Ivanova, Ilya Kalinovskiy, Eugene Luckyanets Hierarchical Network for Facial Palsy Detection
Gee-Sern Jison Hsu, Wen-Fong Huang, Jiunn-Horng Kang Highway Network Block with Gates Constraints for Training Very Deep Networks
Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten Human Perceptions of Sensitive Content in Photos
Yifang Li, Wyatt Troutman, Bart P. Knijnenburg, Kelly Caine Identity Aware Synthesis for Cross Resolution Face Recognition
Maneet Singh, Shruti Nagpal, Mayank Vatsa, Richa Singh, Angshul Majumdar IFQ-Net: Integrated Fixed-Point Quantization Networks for Embedded Vision
Hongxing Gao, Wei Tao, Dongchao Wen, Tse-Wei Chen, Kinya Osa, Masami Kato Image Compression with Xvc
Jonatan Samuelsson, Per Hermansson Improving Viseme Recognition Using GAN-Based Frontal View Mapping
Dário Augusto Borges Oliveira, Andréa Britto Mattos, Edmilson Da Silva Morais Integrated Learning and Feature Selection for Deep Neural Networks in Multispectral Images
Anthony Ortiz, Alonso Granados, Olac Fuentes, Christopher Kiekintveld, Dalton S. Rosario, Zachary Bell Inverting Audio-Visual Simulation for Shape and Material Perception
Zhoutong Zhang, Jiajun Wu, Qiujia Li, Zhengjia Huang, Joshua B. Tenenbaum, William T. Freeman IRGUN: Improved Residue Based Gradual Up-Scaling Network for Single Image Super Resolution
Manoj Sharma, Rudrabha Mukhopadhyay, Avinash Upadhyay, Sriharsha Koundinya, Ankit Shukla, Santanu Chaudhury Joint Denoising and Decompression Using CNN Regularization
Mario González, Javier Preciozzi, Pablo Musé, Andrés Almansa Large Kernel Refine Fusion Net for Neuron Membrane Segmentation
Dongnan Liu, Donghao Zhang, Yang Song, Chaoyi Zhang, Heng Huang, Mei Chen, Weidong Cai Learning 3D Scene Semantics and Structure from a Single Depth Image
Bo Yang, Zihang Lai, Xiaoxuan Lu, Shuyu Lin, Hongkai Wen, Andrew Markham, Niki Trigoni Learning Face Deblurring Fast and Wide
Meiguang Jin, Michael Hirsch, Paolo Favaro Learning Fashion by Simulated Human Supervision
Eli Alshan, Sharon Alpert, Assaf Neuberger, Nathaniel Bubis, Eduard Oks Learning Instance Segmentation by Interaction
Deepak Pathak, Yide Shentu, Dian Chen, Pulkit Agrawal, Trevor Darrell, Sergey Levine, Jitendra Malik Learning Network Architectures of Deep CNNs Under Resource Constraints
Michael T. Chan, Daniel Scarafoni, Ronald Duarte, Jason Thornton, Luke J. Skelly Learning to Refine Human Pose Estimation
Mihai Fieraru, Anna Khoreva, Leonid Pishchulin, Bernt Schiele Locally-Weighted Elastic Comparison of Planar Shapes
Justin D. Strait, Sebastian Kurtek, Steven N. MacEachern Markov Chain Neural Networks
Maren Awiszus, Bodo Rosenhahn Merging Deep Neural Networks for Mobile Devices
Yi-Min Chou, Yi-Ming Chan, Jia-Hong Lee, Chih-Yi Chiu, Chu-Song Chen Minimizing Supervision for Free-Space Segmentation
Satoshi Tsutsui, Tommi Kerola, Shunta Saito, David J. Crandall Monocular RGB Hand Pose Inference from Unsupervised Refinable Nets
Endri Dibra, Silvan Melchior, Ali Balkis, Thomas Wolf, Cengiz Öztireli, Markus H. Gross Multi-Capture Dynamic Calibration of Multi-Camera Systems
Avinash Kumar, Manjula Gururaj, Kalpana Seshadrinathan, Ramkumar Narayanswamy Multi-Frame Super Resolution for Ocular Biometrics
Narsi Reddy, Dewan Fahim Noor, Zhu Li, Reza Derakhshani Multi-Level Wavelet-CNN for Image Restoration
Pengju Liu, Hongzhi Zhang, Kai Zhang, Liang Lin, Wangmeng Zuo Multimodal Attention for Fusion of Audio and Spatiotemporal Features for Video Description
Chiori Hori, Takaaki Hori, Gordon Wichern, Jue Wang, Teng-Yok Lee, Anoop Cherian, Tim K. Marks New Metrics and Experimental Paradigms for Continual Learning
Tyler L. Hayes, Ronald Kemker, Nathan D. Cahill, Christopher Kanan O-HAZE: A Dehazing Benchmark with Real Hazy and Haze-Free Outdoor Images
Codruta O. Ancuti, Cosmin Ancuti, Radu Timofte, Christophe De Vleeschouwer On Detecting Domestic Abuse via Faces
Puspita Majumdar, Saheb Chhabra, Richa Singh, Mayank Vatsa On Learning Association of Sound Source and Visual Scenes
Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang, In So Kweon Perceptually Optimized Low Bit-Rate Image Encoding
Eli Ben-David, Sharon Carmel, Boris Filippov, Dror Gill, Alexey Martemyanov, Tamar Shoham, Nikolay Terterov, Pavel Tiktov, Tom Vaughan, Alexander Zheludkov Pose Encoding for Robust Skeleton-Based Action Recognition
Girum G. Demisse, Konstantinos Papadopoulos, Djamila Aouada, Björn E. Ottersten Predicting Dynamical Evolution of Human Activities from a Single Image
Suhas Lohit, Ankan Bansal, Nitesh Shroff, Jaishanker K. Pillai, Pavan K. Turaga, Rama Chellappa Priming Neural Networks
Amir Rosenfeld, Mahdi Biparva, John K. Tsotsos QuadricSLAM: Dual Quadrics as SLAM Landmarks
Lachlan Nicholson, Michael Milford, Niko Sünderhauf Real-Time Temporal Superpixels for Unsupervised Remote Photoplethysmography
Serge Bobbia, Duncan Luguern, Yannick Benezeth, Keisuke Nakamura, Randy Gomez, Julien Dubois Recurrent Segmentation for Variable Computational Budgets
Lane McIntosh, Niru Maheswaranathan, David Sussillo, Jonathon Shlens SAM: Pushing the Limits of Saliency Prediction Models
Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara Scene Grammar in Human and Machine Recognition of Objects and Scenes
Akram Bayat, Do Hyong Koh, Anubhaw Kumar Nand, Marta Pereira, Marc Pomplun Scene Understanding Networks for Autonomous Driving Based on Around View Monitoring System
JeongYeol Baek, Ioana Veronica Chelu, Livia Iordache, Vlad Paunescu, HyunJoo Ryu, Alexandru Ghiuta, Andrei Petreanu, YunSung Soh, Andrei Leica, ByeongMoon Jeon Semantic Adversarial Examples
Hossein Hosseini, Radha Poovendran Speed Estimation and Abnormality Detection from Surveillance Cameras
Panagiotis Giannakeris, Vagia Kaltsa, Konstantinos Avgerinakis, Alexia Briassouli, Stefanos Vrochidis, Ioannis Kompatsiaris SqueezeNext: Hardware-Aware Neural Network Design
Amir Gholami, Kiseok Kwon, Bichen Wu, Zizheng Tai, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Kurt Keutzer Teachers' Perception in the Classroom
Ömer Sümer, Patricia Goldberg, Kathleen Stürmer, Tina Seidel, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci Temporal 3D ConvNets Using Temporal Transition Layer
Ali Diba, Mohsen Fayyaz, Vivek Sharma, Amir Hossein Karami, Mohammad Mahdi Arzani, Rahman Yousefzadeh, Luc Van Gool TernausNetV2: Fully Convolutional Network for Instance Segmentation
Vladimir Iglovikov, Selim S. Seferbekov, Alexander Buslaev, Alexey Shvets The 2018 NVIDIA AI City Challenge
Milind Naphade, Ming-Ching Chang, Anuj Sharma, David C. Anastasiu, Vamsi Jagarlamudi, Pranamesh Chakraborty, Tingting Huang, Shuo Wang, Ming-Yu Liu, Rama Chellappa, Jenq-Neng Hwang, Siwei Lyu The ApolloScape Dataset for Autonomous Driving
Xinyu Huang, Xinjing Cheng, Qichuan Geng, Binbin Cao, Dingfu Zhou, Peng Wang, Yuanqing Lin, Ruigang Yang The Excitement of Sports: Automatic Highlights Using Audio/Visual Cues
Michele Merler, Dhiraj Joshi, Khoi-Nguyen C. Mac, Quoc-Bao Nguyen, Stephen Hammer, John Kent, Jinjun Xiong, Minh N. Do, John R. Smith, Rogério Schmidt Feris Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation
Chichen Fu, Soonam Lee, David Joon Ho, Shuo Han, Paul Salama, Kenneth W. Dunn, Edward J. Delp Time Analysis of Pulse-Based Face Anti-Spoofing in Visible and NIR
Javier Hernandez-Ortega, Julian Fiérrez, Aythami Morales, Pedro Tome Toward More Realistic Face Recognition Evaluation Protocols for the YouTube Faces Database
Yoanna Martínez-Díaz, Heydi Méndez-Vázquez, Leyanis López-Avila, Leonardo Chang, Luis Enrique Sucar, Massimo Tistarelli Traffic Flow Analysis with Multiple Adaptive Vehicle Detectors and Velocity Estimation with Landmark-Based Scanlines
Minh-Triet Tran, Duy-Tung Dinh, Thanh-Dat Truong, Vinh Ton-That, Thanh-Nhon Do, Quoc-An Luong, Thanh-An Nguyen, Vinh-Tiep Nguyen, Minh N. Do Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization
Jonathan Tremblay, Aayush Prakash, David Acuna, Mark Brophy, Varun Jampani, Cem Anil, Thang To, Eric Cameracci, Shaad Boochoon, Stan Birchfield Unconstrained Fingerphoto Database
Shaan Chopra, Aakarsh Malhotra, Mayank Vatsa, Richa Singh Unraveling Human Perception of Facial Aging Using Eye Gaze
Daksha Yadav, Naman Kohli, Ekampreet Kalsi, Mayank Vatsa, Richa Singh, Afzel Noore Unsupervised Vehicle Re-Identification Using Triplet Networks
Pedro A. Marín-Reyes, Andrea Palazzi, Luca Bergamini, Simone Calderara, Javier Lorenzo-Navarro, Rita Cucchiara Vehicle Re-Identification with the Space-Time Prior
Chih-Wei Wu, Chih-Ting Liu, Cheng-En Chiang, Wei-Chih Tu, Shao-Yi Chien VisDA: A Synthetic-to-Real Benchmark for Visual Domain Adaptation
Xingchao Peng, Ben Usman, Neela Kaushik, Dequan Wang, Judy Hoffman, Kate Saenko Visual Rhythm and Beat
Abe Davis, Maneesh Agrawala Visual SLAM for Automated Driving: Exploring the Applications of Deep Learning
Stefan Milz, Georg Arbeiter, Christian Witt, Bassam Abdallah, Senthil Kumar Yogamani Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard WESPE: Weakly Supervised Photo Enhancer for Digital Cameras
Andrey Ignatov, Nikolay Kobyshev, Radu Timofte, Kenneth Vanhoey, Luc Van Gool WiCV 2018: The Fourth Women in Computer Vision Workshop
Ilke Demir, Dena Bazazian, Adriana Romero, Viktoriia Sharmanska, Lyne P. Tchapmi Zero-Shot Visual Imitation
Deepak Pathak, Parsa Mahmoudieh, Guanghao Luo, Pulkit Agrawal, Dian Chen, Yide Shentu, Evan Shelhamer, Jitendra Malik, Alexei A. Efros, Trevor Darrell