Liang-Chieh Chen
Biographic Data
| ID | 10705495 |
|---|---|
| NAME | Liang-Chieh Chen |
| GIVEN NAMES | Liang-Chieh |
| FAMILY NAME | Chen |
| SIGNATURE | CHEN L |
| AFFILIATIONS | Google (United States) |
| ORCID | 0000-0001-8564-374X |
| VERIFIED | No |
| TOTAL WORKS | 2 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 2 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2018 |
| LATEST PUBLICATION YEAR | 2018 |
| H-INDEX | 0 |
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
DeepLab
In this work we address the task of semantic image segmentation with Deep Learning and make three main contributions that are experimentally shown to have substantial practical merit. First, we highlight convolution with upsampled filters, or 'atrous convolution', as a powerful tool in dense prediction tasks. Atrous convolution allows us to explicitly control the resolution at which feature responses are computed within Deep Convolutional Neural …
No prominent works on this page.
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
DeepLab
In this work we address the task of semantic image segmentation with Deep Learning and make three main contributions that are experimentally shown to have substantial practical merit. First, we highlight convolution with upsampled filters, or 'atrous convolution', as a powerful tool in dense prediction tasks. Atrous convolution allows us to explicitly control the resolution at which feature responses are computed within Deep Convolutional Neural …
Advanced Image and Video Retrieval Techniques (2 works) · Advanced Neural Network Applications (2 works) · Artificial Intelligence (2 works) · Artificial neural network (2 works) · Computer Science (2 works) · Convolution (computer science) (2 works) · Convolutional neural network (2 works) · Image (mathematics) (2 works) · Pascal (unit) (2 works) · Pattern recognition (psychology) (2 works)