CVPR 2016

643 papers

The Cityscapes Dataset for Semantic Urban Scene Understanding

Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler

Learning Transferrable Knowledge for Semantic Segmentation With Deep Convolutional Neural Network

Seunghoon Hong, Junhyuk Oh, Honglak Lee, Bohyung Han

Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation

Guosheng Lin, Chunhua Shen, Anton van den Hengel, Ian Reid

Semantic Object Parsing With Local-Global Long Short-Term Memory

Xiaodan Liang, Xiaohui Shen, Donglai Xiang, Jiashi Feng, Liang Lin

Large-Scale Semantic 3D Reconstruction: An Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling

Maros Blaha, Christoph Vogel, Audrey Richard, Jan D. Wegner, Thomas Pock

Feature Space Optimization for Semantic Video Segmentation

Abhijit Kundu, Vibhav Vineet, Vladlen Koltun

ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation

Di Lin, Jifeng Dai, Jiaya Jia, Kaiming He, Jian Sun

Instance-Aware Semantic Segmentation via Multi-Task Network Cascades

Jifeng Dai, Kaiming He, Jian Sun

Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation

Shu Liu, Xiaojuan Qi, Jianping Shi, Hong Zhang, Jiaya Jia

Temporal Action Detection Using a Statistical Language Model

Alexander Richard, Juergen Gall

Video-Story Composition via Plot Analysis

Jinsoo Choi, Tae-Hyun Oh, In So Kweon

Harnessing Object and Scene Semantics for Large-Scale Video Understanding

Zuxuan Wu, Yanwei Fu, Yu-Gang Jiang, Leonid Sigal

Recognizing Activities of Daily Living With a Wrist-Mounted Camera

Katsunori Ohnishi, Atsushi Kanehira, Asako Kanezaki, Tatsuya Harada

Temporal Action Localization With Pyramid of Score Distribution Features

Jun Yuan, Bingbing Ni, Xiaokang Yang, Ashraf A. Kassim

Actor-Action Semantic Segmentation With Grouping Process Models

Chenliang Xu, Jason J. Corso

End-To-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation

Wei Yang, Wanli Ouyang, hongsheng Li, Xiaogang Wang

Personalizing Human Video Pose Estimation

James Charles, Tomas Pfister, Derek Magee, David Hogg, Andrew Zisserman

Regularizing Long Short Term Memory With 3D Human-Skeleton Sequences for Action Recognition

Behrooz Mahasseni, Sinisa Todorovic

Detecting Events and Key Actors in Multi-Person Videos

Vignesh Ramanathan, Jonathan Huang, Sami Abu-El-Haija, Alexander Gorban, Kevin Murphy

Dynamic Image Networks for Action Recognition

Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi, Stephen Gould

Camera Calibration From Periodic Motion of a Pedestrian

Shiyao Huang, Xianghua Ying, Jiangpeng Rong, Zeyu Shang, Hongbin Zha

Highway Vehicle Counting in Compressed Domain

Xu Liu, Zilei Wang, Jiashi Feng, Hongsheng Xi

BoxCars: 3D Boxes as CNN Input for Improved Fine-Grained Vehicle Recognition

Jakub Sochor, Adam Herout, Jiri Havel

Predicting Motivations of Actions by Leveraging Text

Carl Vondrick, Deniz Oktay, Hamed Pirsiavash, Antonio Torralba

Region Ranking SVM for Image Classification

Zijun Wei, Minh Hoai

Conditional Graphical Lasso for Multi-Label Image Classification

Qiang Li, Maoying Qiao, Wei Bian, Dacheng Tao

Discriminative Multi-Modal Feature Fusion for RGBD Indoor Scene Recognition

Hongyuan Zhu, Jean-Baptiste Weibel, Shijian Lu

Learning Structured Inference Neural Networks With Label Relations

Hexiang Hu, Guang-Tong Zhou, Zhiwei Deng, Zicheng Liao, Greg Mori

A Probabilistic Collaborative Representation Based Approach for Pattern Classification

Sijia Cai, Lei Zhang, Wangmeng Zuo, Xiangchu Feng

Learning Aligned Cross-Modal Representations From Weakly Aligned Data

Lluis Castrejon, Yusuf Aytar, Carl Vondrick, Hamed Pirsiavash, Antonio Torralba

Seeing Through the Human Reporting Bias: Visual Classifiers From Noisy Human-Centric Labels

Ishan Misra, C. Lawrence Zitnick, Margaret Mitchell, Ross Girshick

Learning Deep Features for Discriminative Localization

Bolei Zhou, Aditya Khosla, Agata Lapedriza, Aude Oliva, Antonio Torralba

Analyzing Classifiers: Fisher Vectors and Deep Neural Networks

Sebastian Lapuschkin, Alexander Binder, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek

Detecting Repeating Objects Using Patch Correlation Analysis

Inbar Huberman, Raanan Fattal

Reinforcement Learning for Visual Object Detection

Stefan Mathe, Aleksis Pirinen, Cristian Sminchisescu

RIFD-CNN: Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection

Gong Cheng, Peicheng Zhou, Junwei Han

Inside-Outside Net: Detecting Objects in Context With Skip Pooling and Recurrent Neural Networks

Sean Bell, C. Lawrence Zitnick, Kavita Bala, Ross Girshick

Active Image Segmentation Propagation

Suyog Dutt Jain, Kristen Grauman

BORDER: An Oriented Rectangles Approach to Texture-Less Object Recognition

Jacob Chan, Jimmy Addison Lee, Qian Kemao

Weakly Supervised Deep Detection Networks

Hakan Bilen, Andrea Vedaldi

Efficient Point Process Inference for Large-Scale Object Detection

Trung T. Pham, Seyed Hamid Rezatofighi, Ian Reid, Tat-jun Chin

Cross Modal Distillation for Supervision Transfer

Saurabh Gupta, Judy Hoffman, Jitendra Malik

Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jon Shlens, Zbigniew Wojna

Online Collaborative Learning for Open-Vocabulary Visual Classifiers

Hanwang Zhang, Xindi Shang, Wenzhuo Yang, Huan Xu, Huanbo Luan

Robust Kernel Estimation With Outliers Handling for Image Deblurring

Jinshan Pan, Zhouchen Lin, Zhixun Su, Ming-Hsuan Yang

Visualizing and Understanding Deep Texture Representations

Tsung-Yu Lin, Subhransu Maji

A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation

Xueyang Fu, Delu Zeng, Yue Huang, Xiao-Ping Zhang, Xinghao Ding

From Bows to Arrows: Rolling Shutter Rectification of Urban Scenes

Vijay Rengarajan, Ambasamudram N. Rajagopalan, Rangarajan Aravind

D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images

Zhangyang Wang, Ding Liu, Shiyu Chang, Qing Ling, Yingzhen Yang

Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion

Jialei Wang, Peder A. Olsen, Andrew R. Conn, Aurelie C. Lozano

Gradient-Domain Image Reconstruction Framework With Intensity-Range and Base-Structure Constraints

Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi

Rain Streak Removal Using Layer Priors

Yu Li, Robby T. Tan, Xiaojie Guo, Jiangbo Lu, Michael S. Brown

Laplacian Patch-Based Image Synthesis

Joo Ho Lee, Inchang Choi, Min H. Kim

Real-Time Action Recognition With Enhanced Motion Vector CNNs

Bowen Zhang, Limin Wang, Zhe Wang, Yu Qiao, Hanli Wang

Actionness Estimation Using Hybrid Fully Convolutional Networks

Limin Wang, Yu Qiao, Xiaoou Tang, Luc Van Gool

Improving Human Action Recognition by Non-Action Classification

Yang Wang, Minh Hoai

Action Recognition in Video Using Sparse Coding and Relative Features

Anali Alfaro, Domingo Mery, Alvaro Soto

End-To-End Learning of Action Detection From Frame Glimpses in Videos

Serena Yeung, Olga Russakovsky, Greg Mori, Li Fei-fei

Visual Path Prediction in Complex Scenes With Crowded Moving Objects

YoungJoon Yoo, Kimin Yun, Sangdoo Yun, JongHee Hong, Hawook Jeong

Actions ~ Transformations

Xiaolong Wang, Ali Farhadi, Abhinav Gupta

Predicting the Where and What of Actors and Actions Through Online Action Localization

Khurram Soomro, Haroon Idrees, Mubarak Shah

Mining 3D Key-Pose-Motifs for Action Recognition

CHUNYU WANG, Yizhou Wang, Alan L. Yuille

Recognizing Micro-Actions and Reactions From Paired Egocentric Videos

Ryo Yonetani, Kris M. Kitani, Yoichi Sato

First Person Action Recognition Using Deep Learned Descriptors

Suriya Singh, Chetan Arora, C. V. Jawahar

Structured Receptive Fields in CNNs

Jorn-Henrik Jacobsen, Jan van Gemert, Zhongyu Lou, Arnold W. M. Smeulders

MDL-CW: A Multimodal Deep Learning Framework With Cross Weights

Sarah Rastegar, Mahdieh Soleymani, Hamid R. Rabiee, Seyed Mohsen Shojaee

FireCaffe: Near-Linear Acceleration of Deep Neural Network Training on Compute Clusters

Forrest N. Iandola, Matthew W. Moskewicz, Khalid Ashraf, Kurt Keutzer

Blockout: Dynamic Model Selection for Hierarchical Deep Networks

Calvin Murdock, Zhen Li, Howard Zhou, Tom Duerig

DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks

Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard

Learning to Co-Generate Object Proposals With a Deep Structured Network

Zeeshan Hayder, Xuming He, Mathieu Salzmann

Fast ConvNets Using Group-Wise Brain Damage

Vadim Lebedev, Victor Lempitsky

Comparative Deep Learning of Hybrid Representations for Image Recommendations

Chenyi Lei, Dong Liu, Weiping Li, Zheng-Jun Zha, Houqiang Li

Context Encoders: Feature Learning by Inpainting

Deepak Pathak, Philipp Krähenbühl, Jeff Donahue, Trevor Darrell, Alexei A. Efros

Automating Carotid Intima-Media Thickness Video Interpretation With Convolutional Neural Networks

Jae Shin, Nima Tajbakhsh, R. Todd Hurst, Christopher B. Kendall, Jianming Liang

Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks

Seong Jae Hwang, Nagesh Adluru, Maxwell D. Collins, Sathya N. Ravi, Barbara B. Bendlin

Conformal Surface Alignment With Optimal Mobius Search

Huu Le, Tat-jun Chin, David Suter

Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation

Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao

DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation

Hao Chen, Xiaojuan Qi, Lequan Yu, Pheng-Ann Heng

Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis

Chuan Li, Michael Wand

Automatic Content-Aware Color and Tone Stylization

Joon-Young Lee, Kalyan Sunkavalli, Zhe Lin, Xiaohui Shen, In So Kweon

Do It Yourself Hyperspectral Imaging With Everyday Digital Cameras

Seoung Wug Oh, Michael S. Brown, Marc Pollefeys, Seon Joo Kim

Simultaneous Estimation of Near IR BRDF and Fine-Scale Surface Geometry

Gyeongmin Choe, Srinivasa G. Narasimhan, In So Kweon

Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP)

Won Hwa Kim, Hyunwoo J. Kim, Nagesh Adluru, Vikas Singh

Hedgehog Shape Priors for Multi-Object Segmentation

Hossam Isack, Olga Veksler, Milan Sonka, Yuri Boykov

Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification

Le Hou, Dimitris Samaras, Tahsin M. Kurc, Yi Gao, James E. Davis

Image Style Transfer Using Convolutional Neural Networks

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge

Visually Indicated Sounds

Andrew Owens, Phillip Isola, Josh McDermott, Antonio Torralba, Edward H. Adelson

Self-Adaptive Matrix Completion for Heart Rate Estimation From Face Videos Under Realistic Conditions

Sergey Tulyakov, Xavier Alameda-Pineda, Elisa Ricci, Lijun Yin, Jeffrey F. Cohn

Face2Face: Real-Time Face Capture and Reenactment of RGB Videos

Justus Thies, Michael Zollhöfer, Marc Stamminger, Christian Theobalt, Matthias Niessner

Recurrent Face Aging

Wei Wang, Zhen Cui, Yan Yan, Jiashi Feng, Shuicheng Yan

G-CNN: An Iterative Grid Based Object Detector

Mahyar Najibi, Mohammad Rastegari, Larry S. Davis

Semantic Channels for Fast Pedestrian Detection

Arthur Daniel Costea, Sergiu Nedevschi

Adaptive Object Detection Using Adjacency and Zoom Prediction

Yongxi Lu, Tara Javidi, Svetlana Lazebnik

Local Background Enclosure for RGB-D Salient Object Detection

David Feng, Nick Barnes, Shaodi You, Chris McCarthy

Real-Time Salient Object Detection With a Minimum Spanning Tree

Wei-Chih Tu, Shengfeng He, Qingxiong Yang, Shao-Yi Chien

End-To-End People Detection in Crowded Scenes

Russell Stewart, Mykhaylo Andriluka, Andrew Y. Ng

Synthetic Data for Text Localisation in Natural Images

Ankush Gupta, Andrea Vedaldi, Andrew Zisserman

CNN-N-Gram for Handwriting Word Recognition

Arik Poznanski, Lior Wolf

Walk and Learn: Facial Attribute Representation Learning From Egocentric Video and Contextual Data

Jing Wang, Yu Cheng, Rogerio Schmidt Feris

CNN-RNN: A Unified Framework for Multi-Label Image Classification

Jiang Wang, Yi Yang, Junhua Mao, Zhiheng Huang, Chang Huang