CVPR 2015

602 papers

Photometric Refinement of Depth Maps for Multi-Albedo Objects

Avishek Chatterjee, Venu Madhav Govindu

Hardware Compliant Approximate Image Codes

Da Kuang, Alex Gittens, Raffay Hamid

Elastic-Net Regularization of Singular Values for Robust Subspace Learning

Eunwoo Kim, Minsik Lee, Songhwai Oh

Functional Correspondence by Matrix Completion

Artiom Kovnatsky, Michael M. Bronstein, Xavier Bresson, Pierre Vandergheynst

Pooled Motion Features for First-Person Videos

Michael S. Ryoo, Brandon Rothrock, Larry Matthies

Efficient Parallel Optimization for Potts Energy With Hierarchical Fusion

Olga Veksler

Part-Based Modelling of Compound Scenes From Images

Anton van den Hengel, Chris Russell, Anthony Dick, John Bastian, Daniel Pooley

Neuroaesthetics in Fashion: Modeling the Perception of Fashionability

Edgar Simo-Serra, Sanja Fidler, Francesc Moreno-Noguer, Raquel Urtasun

A Mixed Bag of Emotions: Model, Predict, and Transfer Emotion Distributions

Kuan-Chuan Peng, Tsuhan Chen, Amir Sadovnik, Andrew C. Gallagher

End-to-End Integration of a Convolution Network, Deformable Parts Model and Non-Maximum Suppression

Li Wan, David Eigen, Rob Fergus

The Application of Two-Level Attention Models in Deep Convolutional Neural Network for Fine-Grained Image Classification

Tianjun Xiao, Yichong Xu, Kuiyuan Yang, Jiaxing Zhang, Yuxin Peng

Cross-Scene Crowd Counting via Deep Convolutional Neural Networks

Cong Zhang, hongsheng Li, Xiaogang Wang, Xiaokang Yang

Cascaded Hand Pose Regression

Xiao Sun, Yichen Wei, Shuang Liang, Xiaoou Tang, Jian Sun

FaceNet: A Unified Embedding for Face Recognition and Clustering

Florian Schroff, Dmitry Kalenichenko, James Philbin

Sparse Convolutional Neural Networks

Baoyuan Liu, Min Wang, Hassan Foroosh, Marshall Tappen, Marianna Pensky

Transformation of Markov Random Fields for Marginal Distribution Estimation

Masaki Saito, Takayuki Okatani

High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild

Xiangyu Zhu, Zhen Lei, Junjie Yan, Dong Yi, Stan Z. Li

Complexity-Adaptive Distance Metric for Object Proposals Generation

Yao Xiao, Cewu Lu, Efstratios Tsougenis, Yongyi Lu, Chi-Keung Tang

Learning a Convolutional Neural Network for Non-Uniform Motion Blur Removal

Jian Sun, Wenfei Cao, Zongben Xu, Jean Ponce

Finding Action Tubes

Georgia Gkioxari, Jitendra Malik

MUlti-Store Tracker (MUSTer): A Cognitive Psychology Inspired Approach to Object Tracking

Zhibin Hong, Zhe Chen, Chaohui Wang, Xue Mei, Danil Prokhorov

Discriminative and Consistent Similarities in Instance-Level Multiple Instance Learning

Mohammad Rastegari, Hannaneh Hajishirzi, Ali Farhadi

Adaptive Region Pooling for Object Detection

Yi-Hsuan Tsai, Onur C. Hamsici, Ming-Hsuan Yang

Global Refinement of Random Forest

Shaoqing Ren, Xudong Cao, Yichen Wei, Jian Sun

Region-Based Temporally Consistent Video Post-Processing

Xuan Dong, Boyan Bonev, Yu Zhu, Alan L. Yuille

Notice of Violation of IEEE Publication Principles: Dual Domain Filters Based Texture and Structure Preserving Image Non-Blind Deconvolution

Hang Yang, Ming Zhu, Yan Niu, Yujing Guan, Zhongbo Zhang

Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning

Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Xinge You, Qinglong Liu

Is Object Localization for Free? - Weakly-Supervised Learning With Convolutional Neural Networks

Maxime Oquab, Léon Bottou, Ivan Laptev, Josef Sivic

Rotating Your Face Using Multi-Task Deep Neural Network

Junho Yim, Heechul Jung, ByungIn Yoo, Changkyu Choi, Dusik Park

How Do We Use Our Hands? Discovering a Diverse Set of Common Grasps

De-An Huang, Minghuang Ma, Wei-Chiu Ma, Kris M. Kitani

Just Noticeable Defocus Blur Detection and Estimation

Jianping Shi, Li Xu, Jiaya Jia

Efficient Object Localization Using Convolutional Networks

Jonathan Tompson, Ross Goroshin, Arjun Jain, Yann LeCun, Christoph Bregler

Radial Distortion Homography

Zuzana Kukelova, Jan Heller, Martin Bujnak, Tomas Pajdla

Depth Camera Tracking With Contour Cues

Qian-Yi Zhou, Vladlen Koltun

Light Field Layer Matting

Juliet Fiss, Brian Curless, Rick Szeliski

Indoor Scene Structure Analysis for Single Image Depth Estimation

Wei Zhuo, Mathieu Salzmann, Xuming He, miaomiao Liu

Early Burst Detection for Memory-Efficient Image Retrieval

Miaojing Shi, Yannis Avrithis, Herve Jegou

Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection

Grant Van Horn, Steve Branson, Ryan Farrell, Scott Haber, Jessie Barry

Diversity-Induced Multi-View Subspace Clustering

Xiaochun Cao, Changqing Zhang, Huazhu Fu, Si Liu, Hua Zhang

Collaborative Feature Learning From Social Media

Chen Fang, Hailin Jin, Jianchao Yang, Zhe Lin

SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite

Shuran Song, Samuel P. Lichtenberg, Jianxiong Xiao

Hashing With Binary Autoencoders

Miguel Á. Carreira-Perpiñán, Ramin Raziperchikolaei

Layered RGBD Scene Flow Estimation

Deqing Sun, Erik B. Sudderth, Hanspeter Pfister

Designing Deep Networks for Surface Normal Estimation

Xiaolong Wang, David Fouhey, Abhinav Gupta

Deep Hierarchical Parsing for Semantic Segmentation

Abhishek Sharma, Oncel Tuzel, David W. Jacobs

Maximum Persistency via Iterative Relaxed Inference With Graphical Models

Alexander Shekhovtsov, Paul Swoboda, Bogdan Savchynskyy

Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo

Gottfried Graber, Jonathan Balzer, Stefano Soatto, Thomas Pock

Nested Motion Descriptors

Jeffrey Byrne

3D Scanning Deformable Objects With a Single RGBD Sensor

Mingsong Dou, Jonathan Taylor, Henry Fuchs, Andrew Fitzgibbon, Shahram Izadi

Image Denoising via Adaptive Soft-Thresholding Based on Non-Local Samples

Hangfan Liu, Ruiqin Xiong, Jian Zhang, Wen Gao

Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables

Daniel Průša

Event-Driven Stereo Matching for Real-Time 3D Panoramic Vision

Stephan Schraml, Ahmed Nabil Belbachir, Horst Bischof

Mapping Visual Features to Semantic Profiles for Retrieval in Medical Imaging

Johannes Hofmanninger, Georg Langs

Hypercolumns for Object Segmentation and Fine-Grained Localization

Bharath Hariharan, Pablo Arbelaez, Ross Girshick, Jitendra Malik

Deformable Part Models are Convolutional Neural Networks

Ross Girshick, Forrest Iandola, Trevor Darrell, Jitendra Malik

Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images

Anh Nguyen, Jason Yosinski, Jeff Clune

A Coarse-to-Fine Model for 3D Pose Estimation and Sub-Category Recognition

Roozbeh Mottaghi, Yu Xiang, Silvio Savarese

Learning Hypergraph-Regularized Attribute Predictors

Sheng Huang, Mohamed Elhoseiny, Ahmed Elgammal, Dan Yang

Grasp Type Revisited: A Modern Perspective on a Classical Feature for Vision

Yezhou Yang, Cornelia Fermuller, Yi Li, Yiannis Aloimonos

Modeling Local and Global Deformations in Deep Learning: Epitomic Convolution, Multiple Instance Learning, and Sliding Window Detection

George Papandreou, Iasonas Kokkinos, Pierre-Andre Savalle

Direction Matters: Depth Estimation With a Surface Normal Classifier

Christian Häne, Lubor Ladicky, Marc Pollefeys

Kernel Fusion for Better Image Deblurring

Long Mai, Feng Liu

Predicting Eye Fixations Using Convolutional Neural Networks

Nian Liu, Junwei Han, Dingwen Zhang, Shifeng Wen, Tianming Liu

Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches

Yang Li, Jianke Zhu, Steven C.H. Hoi

DynamicFusion: Reconstruction and Tracking of Non-Rigid Scenes in Real-Time

Richard A. Newcombe, Dieter Fox, Steven M. Seitz

Small-Variance Nonparametric Clustering on the Hypersphere

Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III

Deep Transfer Metric Learning

Junlin Hu, Jiwen Lu, Yap-Peng Tan

Privacy Preserving Optics for Miniature Vision Sensors

Francesco Pittaluga, Sanjeev J. Koppal

Robust Regression on Image Manifolds for Ordered Label Denoising

Hui Wu, Richard Souvenir

Latent Trees for Estimating Intensity of Facial Action Units

Sebastian Kaltwang, Sinisa Todorovic, Maja Pantic

Delving Into Egocentric Actions

Yin Li, Zhefan Ye, James M. Rehg

Structured Sparse Subspace Clustering: A Unified Optimization Framework

Chun-Guang Li, René Vidal

An Efficient Volumetric Framework for Shape Tracking

Benjamin Allain, Jean-Sebastien Franco, Edmond Boyer

A Metric Parametrization for Trifocal Tensors With Non-Colinear Pinholes

Spyridon Leonardos, Roberto Tron, Kostas Daniilidis

Improving Object Detection With Deep Convolutional Networks via Bayesian Optimization and Structured Prediction

Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak Lee

Combination Features and Models for Human Detection

Yunsheng Jiang, Jinwen Ma

From Categories to Subcategories: Large-Scale Image Classification With Partial Class Label Refinement

Marko Ristin, Juergen Gall, Matthieu Guillaumin, Luc Van Gool

Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition

Shaoxin Li, Junliang Xing, Zhiheng Niu, Shiguang Shan, Shuicheng Yan

A Geodesic-Preserving Method for Image Warping

Dongping Li, Kaiming He, Jian Sun, Kun Zhou

Beyond Gaussian Pyramid: Multi-Skip Feature Stacking for Action Recognition

Zhengzhong Lan, Ming Lin, Xuanchong Li, Alex G. Hauptmann, Bhiksha Raj

A Dynamic Programming Approach for Fast and Robust Object Pose Recognition From Range Images

Christopher Zach, Adrian Penate-Sanchez, Minh-Tri Pham

Heat Diffusion Over Weighted Manifolds: A New Descriptor for Textured 3D Non-Rigid Shapes

Mostafa Abdelrahman, Aly Farag, David Swanson, Moumen T. El-Melegy

Attributes and Categories for Generic Instance Search From One Example

Ran Tao, Arnold W.M. Smeulders, Shih-fu Chang

Uncalibrated Photometric Stereo Based on Elevation Angle Recovery From BRDF Symmetry of Isotropic Materials

Feng Lu, Imari Sato, Yoichi Sato

Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation

HyeokHyen Kwon, Yu-Wing Tai, Stephen Lin

Structural Sparse Tracking

Tianzhu Zhang, Si Liu, Changsheng Xu, Shuicheng Yan, Bernard Ghanem

Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition

Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen

Learning Multiple Visual Tasks While Discovering Their Structure

Carlo Ciliberto, Lorenzo Rosasco, Silvia Villa

Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers

Jonas Wulff, Michael J. Black

Saliency Detection via Cellular Automata

Yao Qin, Huchuan Lu, Yiqun Xu, He Wang

Leveraging Stereo Matching With Learning-Based Confidence Measures

Min-Gyu Park, Kuk-Jin Yoon

Automatic Construction Of Robust Spherical Harmonic Subspaces

Patrick Snape, Yannis Panagakis, Stefanos Zafeiriou

Traditional Saliency Reloaded: A Good Old Model in New Shape

Simone Frintrop, Thomas Werner, German Martin Garcia

A Light Transport Model for Mitigating Multipath Interference in Time-of-Flight Sensors

Nikhil Naik, Achuta Kadambi, Christoph Rhemann, Shahram Izadi, Ramesh Raskar

Blur Kernel Estimation Using Normalized Color-Line Prior

Wei-Sheng Lai, Jian-Jiun Ding, Yen-yu Lin, Yung-Yu Chuang

Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation

Rahaf Aljundi, Rémi Emonet, Damien Muselet, Marc Sebban

What do 15,000 Object Categories Tell Us About Classifying and Localizing Actions?

Mihir Jain, Jan C. van Gemert, Cees G. M. Snoek

Supervised Discrete Hashing

Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen

Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos

Alina Kuznetsova, Sung Ju Hwang, Bodo Rosenhahn, Leonid Sigal

Web Scale Photo Hash Clustering on A Single Machine

Yunchao Gong, Marcin Pawlowski, Fei Yang, Louis Brandy, Lubomir Bourdev