Merging multiple sensing platforms and deep learning empowers individual tree mapping and species detection at the city scale

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 22.1K citations

Computing, Computer Science, Computer Vision +14

Generative adversarial networks

Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza et al. · Communications of the ACM · 2020 · 13.6K citations · Full text

Computing, Computer Science, Computer Graphics +10

eBird: A citizen-based bird observation network in the biological sciences

Brian L. Sullivan, Christopher Wood, Marshall J. Iliff et al. · Biological Conservation · 2009 · 2K citations

Life Sciences, Ecology, Zoology +11

Big Data Deep Learning: Challenges and Perspectives

Xuewen Chen, Xiaotong Lin · IEEE Access · 2014 · 1.3K citations · Full text

Computing, Computer Science, Data Science +14