Concepedia

Beyond single receptive field: A receptive field fusion-and-stratification network for airborne laser scanning point cloud classification

Yongqiang Mao, Kaiqiang Chen, Wenhui Diao, Xian Sun, Xiaonan Lü, Kun Fu, Martin Weinmann

ISPRS Journal of Photogrammetry and Remote Sensing · 2022 · 67 citations · 36 references

Open access

Concepts

ComputingComputer ScienceComputer VisionMachine LearningRemote SensingFeature-level FusionImage ClassificationImage FusionLidar Remote SensingObject RecognitionPoint Cloud ProcessingAirborne Laser ScanningFeature Map FusionLidar Point Cloud AnalysisPoint Cloud ClassificationPoint Cloud Feature ExtractionPoint Cloud Feature FusionPoint Cloud Representation LearningReceptive Field Encoding

References

36

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Proceedings of IEEE International Conference on Computer Vision

1995 · 12.9K citations

Computing, Computer Engineering, Computer Science +14

UNet++: A Nested U-Net Architecture for Medical Image Segmentation

Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh et al. · Lecture notes in computer science · 2018 · 9K citations · Full text

Computing, Biomedical Engineering, Radiology +11

Dynamic Graph CNN for Learning on Point Clouds

Yue Wang, Yongbin Sun, Ziwei Liu et al. · ACM Transactions on Graphics · 2019 · 6.7K citations · Full text

Computing, Computer Science, Computational Geometry +15

Using spin images for efficient object recognition in cluttered 3D scenes

Andrew Johnson, Martial Hebert · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1999 · 2.6K citations

Computing, Computer Science, Computational Geometry +16