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Monocular 3D Object Detection

Monocular 3D Object Detection is the task to draw 3D bounding box around objects in a single 2D RGB image. It is localization task but without any extra information like depth or other sensors or multiple-images.

Papers

Showing 151175 of 187 papers

TitleStatusHype
Understanding Depth Map Progressively: Adaptive Distance Interval Separation for Monocular 3d Object Detection0
Towards Unified 3D Object Detection via Algorithm and Data Unification0
Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training0
VFMM3D: Releasing the Potential of Image by Vision Foundation Model for Monocular 3D Object Detection0
V-MIND: Building Versatile Monocular Indoor 3D Detector with Diverse 2D Annotations0
Weak Cube R-CNN: Weakly Supervised 3D Detection using only 2D Bounding Boxes0
LAM3D: Leveraging Attention for Monocular 3D Object Detection0
OCM3D: Object-Centric Monocular 3D Object Detection0
OPA-3D: Occlusion-Aware Pixel-Wise Aggregation for Monocular 3D Object Detection0
PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points0
Polygon Intersection-over-Union Loss for Viewpoint-Agnostic Monocular 3D Vehicle Detection0
Probabilistic and Geometric Depth: Detecting Objects in Perspective0
RefinedMPL: Refined Monocular PseudoLiDAR for 3D Object Detection in Autonomous Driving0
Reinforced Axial Refinement Network for Monocular 3D Object Detection0
Revisiting Monocular 3D Object Detection from Scene-Level Depth Retargeting to Instance-Level Spatial Refinement0
ROI-10D: Monocular Lifting of 2D Detection to 6D Pose and Metric Shape0
Neighbor-Vote: Improving Monocular 3D Object Detection through Neighbor Distance VotingCode0
OBMO: One Bounding Box Multiple Objects for Monocular 3D Object DetectionCode0
Holistic 3D Scene Parsing and Reconstruction from a Single RGB ImageCode0
ODM3D: Alleviating Foreground Sparsity for Semi-Supervised Monocular 3D Object DetectionCode0
Monocular 3D Object Detection Leveraging Accurate Proposals and Shape ReconstructionCode0
MonoSIM: Simulating Learning Behaviors of Heterogeneous Point Cloud Object Detectors for Monocular 3D Object DetectionCode0
Orthographic Feature Transform for Monocular 3D Object DetectionCode0
Perspective-aware Convolution for Monocular 3D Object DetectionCode0
VCVW-3D: A Virtual Construction Vehicles and Workers Dataset with 3D AnnotationsCode0
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