ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su, +9

International Journal of Computer Vision

Image ClassificationConvolutional Neural NetworkMachine VisionImage AnalysisEngineering +5

A Point Set Generation Network for 3D Object Reconstruction from a Single Image

Haoqiang Fan, Hao Su, Leonidas Guibas

Point Cloud CoordinatesEngineeringMachine LearningPoint Cloud ProcessingComputer-aided Design +24

ShapeNet: An Information-Rich 3D Model Repository

Thomas Funkhouser, Leonidas Guibas, Pat Hanrahan, +9

arXiv (Cornell University)

Geometric LearningEngineeringMachine LearningComputer-aided DesignModel Repository +16

MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo

Anpei Chen, Zexiang Xu, Fuqiang Zhao, +4

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

EngineeringStereo ImagingView SynthesisImage AnalysisDifferentiable Rendering +15

Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views

Hao Su, Charles R. Qi, Yangyan Li, +1

EngineeringMachine Learning3D Computer VisionImage AnalysisDifferentiable Rendering +14

Point-Based Multi-View Stereo Network

Rui Chen, Songfang Han, Jing Xu, +1

Coarse Depth MapEngineeringStereo ImagingDepth MapPoint Cloud +14

Deep Stereo Using Adaptive Thin Volume Representation With Uncertainty Awareness

Shuo Cheng, Zexiang Xu, Shilin Zhu, +4

EngineeringMachine LearningStereo ImagingDepth Map3D Computer Vision +18

Synthesizing Training Images for Boosting Human 3D Pose Estimation

Wenzheng Chen, Huan Wang, Yangyan Li, +6

EngineeringMachine LearningHuman Pose Estimation3D Pose Estimation3D Computer Vision +14

Crowdsourcing annotations for visual object detection

Hao Su, Jia Deng, Li Fei-Fei

ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving

Xibin Song, Peng Wang, Dingfu Zhou, +6

EngineeringMachine LearningField RoboticsCar InstanceMulti-view Geometry +22