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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 101150 of 187 papers

TitleStatusHype
Accurate Monocular 3D Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving0
Aug3D-RPN: Improving Monocular 3D Object Detection by Synthetic Images with Virtual Depth0
Augment and Criticize: Exploring Informative Samples for Semi-Supervised Monocular 3D Object Detection0
AuxDepthNet: Real-Time Monocular 3D Object Detection with Depth-Sensitive Features0
Boosting Monocular 3D Object Detection with Object-Centric Auxiliary Depth Supervision0
CARLA Drone: Monocular 3D Object Detection from a Different Perspective0
Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding0
Consistency of Implicit and Explicit Features Matters for Monocular 3D Object Detection0
CramNet: Camera-Radar Fusion with Ray-Constrained Cross-Attention for Robust 3D Object Detection0
CubifAE-3D: Monocular Camera Space Cubification for Auto-Encoder based 3D Object Detection0
Decoupled Pseudo-labeling for Semi-Supervised Monocular 3D Object Detection0
Deep Fitting Degree Scoring Network for Monocular 3D Object Detection0
Delving into the Pre-training Paradigm of Monocular 3D Object Detection0
Are we Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection?0
Depth-discriminative Metric Learning for Monocular 3D Object Detection0
Digging Into Output Representation for Monocular 3D Object Detection0
Dimension Embeddings for Monocular 3D Object Detection0
Disentangling and Vectorization: A 3D Visual Perception Approach for Autonomous Driving Based on Surround-View Fisheye Cameras0
Disentangling Monocular 3D Object Detection0
Distance-Normalized Unified Representation for Monocular 3D Object Detection0
Diversity Matters: Fully Exploiting Depth Clues for Reliable Monocular 3D Object Detection0
Every Dataset Counts: Scaling up Monocular 3D Object Detection with Joint Datasets Training0
GATE3D: Generalized Attention-based Task-synergized Estimation in 3D*0
Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues0
Exploring Geometric Consistency for Monocular 3D Object Detection0
Ground Plane Matters: Picking Up Ground Plane Prior in Monocular 3D Object Detection0
GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving0
HeightFormer: A Semantic Alignment Monocular 3D Object Detection Method from Roadside Perspective0
IAFA: Instance-aware Feature Aggregation for 3D Object Detection from a Single Image0
IDMS: Instance Depth for Multi-scale Monocular 3D Object Detection0
IROAM: Improving Roadside Monocular 3D Object Detection Learning from Autonomous Vehicle Data Domain0
Learning Monocular 3D Vehicle Detection without 3D Bounding Box Labels0
Learning to Zoom and Unzoom0
MDS-Net: A Multi-scale Depth Stratification Based Monocular 3D Object Detection Algorithm0
MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape Supervision0
MoGDE: Boosting Mobile Monocular 3D Object Detection with Ground Depth Estimation0
MonoATT: Online Monocular 3D Object Detection with Adaptive Token Transformer0
MonoCInIS: Camera Independent Monocular 3D Object Detection using Instance Segmentation0
MonoCoP: Chain-of-Prediction for Monocular 3D Object Detection0
MonoCT: Overcoming Monocular 3D Detection Domain Shift with Consistent Teacher Models0
Monocular 3D Object Detection and Box Fitting Trained End-to-End Using Intersection-over-Union Loss0
Monocular 3D Object Detection: An Extrinsic Parameter Free Approach0
Monocular 3D Object Detection for Autonomous Driving0
3D Object Detection from a Single Fisheye Image Without a Single Fisheye Training Image0
Monocular 3D Object Detection using Multi-Stage Approaches with Attention and Slicing aided hyper inference0
Monocular 3D Object Detection via Feature Domain Adaptation0
Monocular 3D Object Detection via Geometric Reasoning on Keypoints0
Monocular 3D Object Detection with Bounding Box Denoising in 3D by Perceiver0
Monocular 3D Object Detection with Decoupled Structured Polygon Estimation and Height-Guided Depth Estimation0
Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active Learning0
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