Paper List

Geometric Scene Understanding (reconstruction/recognition/segmentation)

• PanoContext: A Whole-room 3D Context Model for Panoramic Scene Understanding (PDF, website)
  Y. Zhang, S. Song, P. Tan, and J. Xiao
  ECCV 2014
• Scene Chronology (PDF, website)
  Kevin Matzen and Noah Snavely
  ECCV 2014
• Unfolding an Indoor Origami World (PDF, website)
  David F. Fouhey, Abhinav Gupta, Martial Hebert
  ECCV 2014
• Reconstructing PASCAL VOC (PDF, website)
  S. Vicente, J. Carreira, L. Agapito and J. Batista
  CVPR 2014
• LSD-SLAM: Large-Scale Direct Monocular SLAM (PDF, website)
  Jakob Engel, Thomas Schöps, Daniel Cremers
  ECCV14

Semantics/Scene understanding

• Learning Deep Features for Scene Recognition using PLACES Database
  Bolei Zhou, Jianxiong Xiao, Agata Garcia, Aude Oliva, Antonio Torralba
  NIPS 2014
• Reasoning About Object Affordances in a Knowledge Base Representation (PDF)
  Yuke Zhu, Alireza Fathi, and Li Fei-Fei
  ECCV 2014
• Multi-scale Orderless Pooling of Deep Convolutional Activation Features (PDF)
  Yunchao Gong, Liwei Wang, Ruiqi Guo, Svetlana Lazebnik
  ECCV 2014
• Patch to the Future: Unsupervised Visual Prediction (PDF)
  Jacob Walker, Abhinav Gupta, and Martial Hebert
  CVPR 2014

Reconstruction/Depth estimation

• Color Map Optimization for 3D Reconstruction with Consumer Depth Cameras (PDF, website)
  Qian-Yi Zhou and Vladlen Koltun
  SIGGRAPH 2014
• Robust Global Translations with 1DSfM (PDF, website)
  Kyle Wilson and Noah Snavely
  ECCV 2014

Automatic Object Discovery

• Context as Supervisory Signal: Discovering Objects with Predictable Context (PDF, website)
  Carl Doersch, Abhinav Gupta, Alexei Efros
  ECCV 2014
• Geodesic Object Proposals (PDF, website)
  Philipp Krähenbühl and Vladlen Koltun
  ECCV 2014
• Edge Boxes: Locating Object Proposals from Edges (PDF, website)
  Lawrence C. Zitnick and Piotr Dollár
  ECCV 2014
• Associative embeddings for large-scale knowledge transfer with self-assessment (PDF, website)
  Alexander Vezhnevets, Vittorio Ferrari
  CVPR 2014

Object Detection/Recognition

• Part-based R-CNNs for Fine-grained Category Detection (PDF)
  Ning Zhang, Jeff Donahue, Ross Girshick, Trevor Darrell
  ECCV 2014
• Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation (PDF)
  R. Girshick, J. Donahue, T. Darrell, J. Malik
  CVPR 2014
• Large-Scale Object Classification using Label Relation Graphs (PDF)
  Jia Deng, Nan Ding, Yangqing Jia, Andrea Frome, Kevin Murphy, Samy Bengio, Yuan Li, Hartmut
  Neven, Hartwig Adam
  ECCV 2014
• Sliding Shapes for 3D Object Detection in Depth Images (PDF, website)
  S. Song, and J. Xiao.
  ECCV 2014
• From Large-Scale Object Classifiers to Large-Scale Object Detectors: An Adaptation Approach (PDF)
  Judy Hoffman, Sergio Guadarrama, Eric Tzeng, Jeff Donahue, Trevor Darrell, Kate Saenko, Ross Girshick
  NIPS 2014
• Deformable Part Models are Convolutional Neural Networks (PDF)
  Ross Girshick, Forrest Iandola, Trevor Darrell, Jitendra Malik
  Tech Report

Face

• Deep Learning Face Representation from Predicting 10,000 Classes (PDF)
  Yi Sun, Xiaogang Wang, and Xiaoou Tang
  CVPR 2014
• Eigen-PEP for Video Face Recognition (PDF)
  Haoxiang Li, Gang Hua, Xiaohui Shen, Zhe Lin, and Jonathan Brandt
  ACCV 2014
• Hybrid Deep Learning for Face Verification (PDF)
  Yi Sun, Xiaogang Wang, and Xiaoou Tang
  ICCV 2013
• Towards Pose Robust Face Recognition (PDF)
  Dong Yi, Zhen Lei, and Stan Z. Li
  CVPR 2013
• DeepFace: Closing the Gap to Human-Level Performance in Face Verification (PDF, website)
  Yaniv Taigman, Ming Yang, Marc'Aurelio Ranzato, Lior Wolf
  CVPR 2014
• Real-time Non-rigid Reconstruction using an RGB-D Camera (PDF, website)
  Chenglei Wu, Michael Zollhöfer, Matthias Nießner, Marc Stamminger, Shahram Izadi, Christian Theobalt
  SIGGRAPH 2014

Human Pose estimation

• Pose Machines: Articulated Pose Estimation via Inference Machines (PDF)
  Varun Ramakrishna, Daniel Munoz, Martial Hebert, J. Andrew (Drew) Bagnell, and Yaser Ajmal Sheikh
  ECCV 2014
• Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation (PDF)
  Jonathan Tompson, Arjun Jain, Yann LeCun, Christoph Bregler
  NIPS 2014

Attributes

• Zero-shot Recognition with Unreliable Attributes (PDF)
  Dinesh Jayaraman, Kristen Grauman
  NIPS 2014
• Transient Attributes for High-Level Understanding and Editing of Outdoor Scenes(PDF, website)
  Pierre-Yves Laffont and Zhile Ren and Xiaofeng Tao and Chao Qian and James Hays
  SIGGRAPH 2014

Action Recognition

• Weakly Supervised Action Labeling in Videos Under Ordering Constraints (PDF)
  Piotr Bojanowski, Remi Lajugie, Francis Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid, Josef Sivic
  ECCV 2014
• Assessing the Quality of Actions (PDF, website)
  Hamed Pirsiavash, Carl Vondrick, Antonio Torralba
  ECCV 2014
• Large-Scale Video Classification with Convolutional Neural Networks (PDF, website)
  Andrej Karpathy, George Toderici, Sanketh Shetty, Thomas Leung, Rahul Sukthankar, Li Fei-Fei
  CVPR 2014
• Parsing videos of actions with segmental grammars (PDF)
  Hamed Pirsiavash, Deva Ramanan
  CVPR 2014

Localization and Camera Tracking

• Predicting Matchability (PDF)
  W. Hartmann, M. Havlena, K. Schindler
  CVPR 2014
• Recognizing City Identity Via Attribute Analysis of Geo-tagged Images (PDF, website)
  Bolei Zhou, Liu Liu, Aude Oliva, Antonio Torralba
  ECCV 2014

Computational Photography

• Learning to be a depth camera for close-range human capture and interaction (PDF, website)
  Sean Ryan Fanello, Cem Keskin, Shahram Izadi, Pushmeet Kohli, Jamie Shotton, Antonio Criminisi, David Kim, David Sweeney, Sing Bing Kang
  SIGGRAPH 2014

Low level/descriptors

• Filter Forests for Learning Data-Dependent Convolutional Kernels (PDF, website)
  Sean Ryan Fanello, Cem Keskin, Pushmeet Kohli, Shahram Izadi, Jamie Shotton, Antonio Criminisi, Ugo Pattacini, Tim Paek
  CVPR 2014
• Visualizing and Understanding Convolutional Networks (PDF)
  Matthew Zeiler, Rob Fergus
  ECCV 2014

Applications

• First-person Hyper-lapse videos (PDF, website)
  Johannes Kopf, Michael Cohen, Richard Szeliski
  SIGGRAPH 2014
• The Visual Microphone: Passive Recovery of Sound from Video (PDF, website)
  Myers Davis, Michael Rubinstein, Neal Wadhwa, Gautham Mysore, Fredo Durand, William Freeman
  SIGGRAPH 2014
• Programmable Automotive Headlights (PDF)
  Robert Tamburo, Eriko Nurvitadhi, Abhishek Chugh, Mei Chen, Anthony Rowe, Takeo Kanade, Srinivasa Narasimhan
  ECCV 2014

CVPR14 best paper award winners

• What Camera Motion Reveals About Shape with Unknown BRDF (PDF)
  Manmohan Chandraker
  CVPR 2014
• Partial Optimality by Pruning for MAP-inference with General Graphical Models (PDF)
  Paul Swoboda, Bogdan Savchynskyy, Joerg Kappes, Christoph Schnörr
  CVPR 2014
• 3D Shape and Indirect Appearance by Structured Light Transport (PDF)
  Matthew O'Toole, John Mather, Kyros Kutulakos
  CVPR 2014