Google Research
Speaker | Title |
Noah Snavely | Geometry Beyond 3D Slide |
Raquel Urtasun | Visual Scene Understanding for Autonomous Driving Slide |
Leonidas J. Guibas | Information Transport in 2D and 3D Between Visual Media Slide |
Alyosha Efros | Visual Understanding without Naming: using 3D to bypass the Language Bottleneck Slide |
Kari Pulli | DT-SLAM: Deferred Triangulation for Robust SLAM Slide, Note |
Martial Hebert | Using 3D data for image interpretation and geometric reasoning Slide |
Gary Bradski | From OpenCV to Robotics and Augmented Reality Slide |
Yuanqing Lin | Building Blocks for Visual 3D Scene Understanding towards Autonomous Driving Slide |
Jianxiong Xiao | A Big 3D Data Approach to Scene Understanding Slide |
Presenters | Title |
Computer Vision Research for Amazon | A9: Visual Search on Amazon Mobile |
The Visual Computing & Learning Group and the Flickr Vision Team | Large Scale Visual Recognition at Yahoo! |
Meng Wang | |
James Hegarty | Darkroom: Compiling High-Level Image Processing Code into Hardware Pipelines |
Ky Waegel | 3D reconstruction of spaces with Matterport |
Sponsors | |
Amazon | Visual Search Solutions for Amazon |
ebay | HD-CNN: Hierarchical Deep Convolutional Neural Network for Image Classification |
Scene Understanding | |
Manolis Savva | Learning Object Interaction Maps from Observations |
Tianqiang liu, Siddhartha Chaudhuri, Vladmir Kim, Qixing Huang, Niloy J. Mitra, Thomas Funkhouser | Creating Consistent Scene Graphs Using a Probabilistic Grammar |
Vladimir Kim | Shape2Pose: Human-Centric Shape Analysis |
Richard Zhang | Sensor Fusion for Semantic Segmentation of Urban Scenes |
3D Reconstruction | |
Chelhwon Kim | Planar Structures from Line Correspondences in a Manhattan World |
Ashish Goel, Hardik Kabaria, Kristen Lisa Moore | 3D Reconstruction, Segmentation and Classification of Corals from Aerial Images |
Ryan Crabb, Roberto Manduchi | Time-of-Flight Phase Unwrapping with Illumination and Surface Modeling |
Matthias Niessner | Shading-based Refinement on Signed Distance Functions for Real-time 3D Reconstruction |
Hao Su, Qixing Huang, Niloy Mitra, Yangyan Li, Leonidas Guibas | Estimating Image Depth using Shape Collections |
Tracking and Motion | |
David Held, Jesse Levinson, Sebastian Thrun, Silvio Savarese | Combining 3D Shape, Color, and Motion for Robust Anytime Tracking |
Francesco Castaldo | Bayesian Tracking and Interaction Analysis for Maritime Situational Awareness |
Yu Xiang | Monocular Multiview Object Tracking with 3D Aspect Parts |
Erik Learned-Miller | Coherent motion segmentation in moving camera videos using optical flow orientations |
Object Recognition | |
Shuran Song | Sliding Shapes for 3D Object Detection in Depth Images |
Will Y. Zou, Xiaoyu Wang, Miao Sun, Yuanqing Lin | Generic Object Detection with Dense Neural Patterns and Regionlets |
Roozbeh Mottaghi | Beyond PASCAL: A Benchmark for 3D Object Detection in the Wild |
Applications | |
Roshni Cooper | Exploring the Nervous System More Effectively with Electrical Engineering: Employing Computer Vision to Accelerate Synaptic Research in C. elegans |
Amrit Saxena | Leveraging Computer Vision Priciples for Image-Based Shoe Recommendation |
Subhashini Venugopalan | Integrating Language and Vision to Generate Natural Language Descriptions of Videos in the Wild |
Daniela Ushizima, Talita Perciano and Harinarayan Krishnan | Scaling image processing for scientific data |
G. Fusco, H. Shen and J. Coughlan | Self-Localization at Street Intersections from Street Panoramas |
Nikhil Naik, Jade Philipoom, Ramesh Raskar, Cesar Hidalgo | Streetscore - predicting the perceived safety of one million streetscapes |