Norman Kerle
Computer Vision and Pattern Recognition · 2011–2022
A researcher in the Science corpus: 6 papers; trusts 200 researchers and is trusted by 5 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 65 citations into it
- Media Technology — 35 citations into it; #1,774 of 3,621 by trust here, #910 by citations
- Artificial Intelligence — 27 citations into it
- Ecology — 12 citations into it
- Aerospace Engineering — 11 citations into it
- Model Architectures — 11 citations into it
- Atmospheric Science — 10 citations into it
- Ecological Modeling — 5 citations into it
Whom Norman Kerle trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Thomas Blaschke
- Kaiming He
- Geoffrey E. Hinton
- Gary King
- Alex Krizhevsky
- Andrea S. Laliberte
- Robert Martin Haralick
- Yoshua Bengio
- Jimmy Ba
- Leo Breiman
Who trusts Norman Kerle overall
Papers from Norman Kerle's perspective
Ordered by how strongly the researchers Norman Kerle trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- ImageNet: A large-scale hierarchical image database
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet Large Scale Visual Recognition Challenge
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Going deeper with convolutions
Their papers
- Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation (2022) — 312 citations
- Disaster damage detection through synergistic use of deep learning and 3D point cloud features derived from very high resolution oblique aerial images, and multiple-kernel-learning (2017) — 310 citations
- Crowdsourcing, Citizen Science or Volunteered Geographic Information? The Current State of Crowdsourced Geographic Information (2016) — 414 citations
- An ontology of slums for image-based classification (2012) — 295 citations
- Object-oriented mapping of landslides using Random Forests (2011) — 692 citations
- Segment Optimization and Data-Driven Thresholding for Knowledge-Based Landslide Detection by Object-Based Image Analysis (2011) — 304 citations