Matterport3D: Learning from RGB-D Data in Indoor Environments

Angela Dai, Thomas Funkhouser, Maciej Halber, +5

Scene AnalysisEngineeringMachine LearningDiverse Rgb-d DatasetsComputer-aided Design +19

Deep Depth Completion of a Single RGB-D Image

Yinda Zhang, Thomas Funkhouser

Machine VisionImage AnalysisMachine LearningEngineering3D Vision +13

DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene From Sparse LiDAR Data and Single Color Image

Jiaxiong Qiu, Zhaopeng Cui, Yinda Zhang, +4

3D Computer VisionConvolutional Neural NetworkMachine VisionImage AnalysisMachine Learning +13

Matterport3D: Learning from RGB-D Data in Indoor Environments

Angela Dai, Thomas Funkhouser, Maciej Halber, +5

arXiv (Cornell University)

Scene AnalysisEngineeringMachine LearningDiverse Rgb-d DatasetsComputer-aided Design +19

Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks

Yinda Zhang, Shuran Song, Ersin Yumer, +4

Realistic RenderingIndoor ScenesEngineeringMachine LearningIndoor Scene Understanding +16

DIST: Rendering Deep Implicit Signed Distance Function With Differentiable Sphere Tracing

Shaohui Liu, Yinda Zhang, Songyou Peng, +3

Geometric LearningRealistic RenderingEngineeringMachine LearningGeometry +23

TurkerGaze: Crowdsourcing Saliency with Webcam based Eye Tracking

Pingmei Xu, Krista A. Ehinger, Yinda Zhang, +3

arXiv (Cornell University)

EngineeringMachine LearningTraditional EyeVisual SurveillanceSaliency Dataset +17

Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation

Chao Wen, Yinda Zhang, Zhuwen Li, +1

Geometric LearningEngineeringMachine LearningGeometry3D Modeling +20

Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering

Bangbang Yang, Yinda Zhang, Yinghao Xu, +5

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

Realistic RenderingImage AnalysisMachine VisionEngineeringDifferentiable Rendering +11

Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images

Nanyang Wang, Yinda Zhang, Zhuwen Li, +3

arXiv (Cornell University)

Geometric LearningEngineeringTriangular Mesh3D ModelingGeometry Generation +18