journal cover

Evolutionary Compression of Deep Neural Networks for Biomedical Image Segmentation

IEEE Transactions on Neural Networks and Learning Systems

Sep 13, 2019

Yao ZhouZhang Yi

Get paper from

Abstract

Biomedical image segmentation is lately dominated by deep neural networks (DNNs) due to their surpassing expert-level performance. However, the existing DNN models for biomedical image segmentation are generally highly parameterized, which severely impede their deployment on real-time p...read more

Mentioned in this Paper

Diagnostic Imaging
Biological Evolution
Structure of Blood Vessel of Retina
Depth
Compression Procedure
Biological Neural Networks
Research Study
Bioimaging/Biomedical Imaging
Specimen Type - Filter
Household Ventilator

Evolutionary Compression of Deep Neural Networks for Biomedical Image Segmentation

IEEE Transactions on Neural Networks and Learning Systems

Sep 13, 2019

Yao ZhouZhang Yi

PMID: 31536016

DOI: 10.1109/tnnls.2019.2933879

Abstract

Biomedical image segmentation is lately dominated by deep neural networks (DNNs) due to their surpassing expert-level performance. However, the existing DNN models for biomedical image segmentation are generally highly parameterized, which severely impede their deployment on real-time p...read more

Mentioned in this Paper

Diagnostic Imaging
Biological Evolution
Structure of Blood Vessel of Retina
Depth
Compression Procedure

Related Papers

Get paper from

/papers/evolutionary-compression-of-deep-neural-networks/31536016