Bay Area Vision Meeting 2014

Hosted by Computational Vision and Geometry Lab

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Martial Hebert

Carnegie Mellon University

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Noah Snavely

Cornell University

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Alyosha Efros

UC Berkeley

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Leonidas J. Guibas

Stanford University

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Raquel Urtasun

University of Toronto

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Jianxiong Xiao

Princeton University

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Gary Bradski

Magic Leap

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Yuanqing Lin


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Kari Pulli


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Boyd Fowler

Google Research


Speaker Title
Noah Snavely Geometry Beyond 3D
Raquel Urtasun Visual Scene Understanding for Autonomous Driving
Leonidas J. Guibas Information Transport in 2D and 3D Between Visual Media
Alyosha Efros Visual Understanding without Naming: using 3D to bypass the Language Bottleneck
Kari Pulli DT-SLAM: Deferred Triangulation for Robust SLAM
Slide, Note
Martial Hebert Using 3D data for image interpretation and geometric reasoning
Gary Bradski From OpenCV to Robotics and Augmented Reality
Yuanqing Lin Building Blocks for Visual 3D Scene Understanding towards Autonomous Driving
Jianxiong Xiao A Big 3D Data Approach to Scene Understanding


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


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
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