CVPR2020目标检测共63篇
CVPR2020目标检测共63篇
3D目标检测
1.LiDAR-Based Online 3D Video Object Detection With Graph-Based Message Passing and Spatiotemporal Transformer Attention
2. Structure Aware Single-Stage 3D Object Detection From Point Cloud
3. DSGN: Deep Stereo Geometry Network for 3D Object Detection
4. Learning Depth-Guided Convolutions for Monocular 3D Object Detection
5. What You See is What You Get: Exploiting Visibility for 3D Object Detection
6. Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection
7. Density-Based Clustering for 3D Object Detection in Point Clouds
8. Disp R-CNN: Stereo 3D Object Detection via Shape Prior Guided Instance Disparity Estimation
9. MLCVNet: Multi-Level Context VoteNet for 3D Object Detection
10. ImVoteNet: Boosting 3D Object Detection in Point Clouds With Image Votes
11. PointPainting: Sequential Fusion for 3D Object Detection
12, End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection
13. A Hierarchical Graph Network for 3D Object Detection on Point Clouds
14. HVNet: Hybrid Voxel Network for LiDAR Based 3D Object Detection
15, Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud
16. Joint 3D Instance Segmentation and Object Detection for Autonomous Driving
17. PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection
18. IDA-3D: Instance-Depth-Aware 3D Object Detection From Stereo Vision for Autonomous Driving
19. MonoPair: Monocular 3D Object Detection Using Pairwise Spatial Relationships
20. Physically Realizable Adversarial Examples for LiDAR Object Detection
2D目标检测
21. Large-Scale Object Detection in the Wild From Imbalanced Multi-Labels
22. Rethinking Classification and Localization for Object Detection
23. Multiple Anchor Learning for Visual Object Detection
24. CentripetalNet: Pursuing High-Quality Keypoint Pairs for Object Detection
25. Learning From Noisy Anchors for One-Stage Object Detection
26. Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection
27. EfficientDet: Scalable and Efficient Object Detection
28. Overcoming Classifier Imbalance for Long-Tail Object Detection With Balanced Group Softmax
29. Dynamic Refinement Network for Oriented and Densely Packed Object Detection
30. Noise-Aware Fully Webly Supervised Object Detection
31. Prime Sample Attention in Object Detection
32. DR Loss: Improving Object Detection by Distributional Ranking
33. AugFPN: Improving Multi-Scale Feature Learning for Object Detection
34. Robust Object Detection Under Occlusion With Context-Aware CompositionalNets
35. Exploring Bottom-Up and Top-Down Cues With Attentive Learning for Webly Supervised Object Detection
36. SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection
37. Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection
38. Offset Bin Classification Network for Accurate Object Detection
39. Scale-Equalizing Pyramid Convolution for Object Detection
40. Learning a Unified Sample Weighting Network for Object Detection
41. Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization
42. Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection
视频目标检测
43. Memory Enhanced Global-Local Aggregation for Video Object Detection
跨域目标检测
44. Exploring Categorical Regularization for Domain Adaptive Object Detection
45. Cross-Domain Document Object Detection: Benchmark Suite and Method
46. Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation
NAS for 目标检测
47. Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection
48. MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices
49. SP-NAS: Serial-to-Parallel Backbone Search for Object Detection
50. NAS-FCOS: Fast Neural Architecture Search for Object Detection
目标检测 + 其他任务
51. D2Det: Towards High Quality Object Detection and Instance Segmentation
52. Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation
53. Mixture Dense Regression for Object Detection and Human Pose Estimation
显著目标检测
54. Weakly-Supervised Salient Object Detection via Scribble Annotations
55. Taking a Deeper Look at Co-Salient Object Detection
56. JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection
57. A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection
58. Multi-Scale Interactive Network for Salient Object Detection
59. Label Decoupling Framework for Salient Object Detection
伪装目标检测
60. Camouflaged Object Detection
少样本目标检测
61. Few-Shot Object Detection With Attention-RPN and Multi-Relation Detector
62. Incremental Few-Shot Object Detection
63. NETNet: Neighbor Erasing and Transferring Network for Better Single Shot Object Detection