Conditional random fields incorporate convolutional neural networks for human eye sclera semantic segmentation

Random Fields ◽

Semantic Segmentation ◽

Human Eye

Object-based affordances detection with Convolutional Neural Networks and dense Conditional Random Fields

2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) ◽

10.1109/iros.2017.8206484 ◽

2017 ◽

Cited By ~ 32

Author(s):

Anh Nguyen ◽

Dimitrios Kanoulas ◽

Darwin G. Caldwell ◽

Nikos G. Tsagarakis

Keyword(s):

Neural Networks ◽

Random Fields ◽

Object Based

Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction

IEEE Signal Processing Magazine ◽

10.1109/msp.2017.2762355 ◽

2018 ◽

Vol 35 (1) ◽

pp. 37-52 ◽

Cited By ~ 36

Author(s):

Anurag Arnab ◽

Shuai Zheng ◽

Sadeep Jayasumana ◽

Bernardino Romera-Paredes ◽

Mans Larsson ◽

...

Keyword(s):

Neural Networks ◽

Deep Learning ◽

Graphical Models ◽

Random Fields ◽

Deep Neural Networks ◽

Probabilistic Graphical Models ◽

Semantic Segmentation ◽

Structured Prediction

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 - Lecture Notes in Computer Science ◽

Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields

10.1007/978-3-319-46723-8_48 ◽

2016 ◽

pp. 415-423 ◽

Cited By ~ 139

Author(s):

Patrick Ferdinand Christ ◽

Mohamed Ezzeldin A. Elshaer ◽

Florian Ettlinger ◽

Sunil Tatavarty ◽

Marc Bickel ◽

...

Keyword(s):

Neural Networks ◽

Random Fields ◽

Fully Convolutional Neural Networks

Lesion Segmentation ◽

Environmental microorganism classification using conditional random fields and deep convolutional neural networks

Pattern Recognition ◽

10.1016/j.patcog.2017.12.021 ◽

2018 ◽

Vol 77 ◽

pp. 248-261 ◽

Cited By ~ 21

Author(s):

Sergey Kosov ◽

Kimiaki Shirahama ◽

Chen Li ◽

Marcin Grzegorzek

Keyword(s):

Neural Networks ◽

Random Fields ◽

Deep Convolutional Neural Networks ◽

Microorganism Classification ◽

Environmental Microorganism

Left Atrial Appendage Segmentation Using Fully Convolutional Neural Networks and Modified Three-Dimensional Conditional Random Fields

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2018.2794552 ◽

2018 ◽

Vol 22 (6) ◽

pp. 1906-1916 ◽

Cited By ~ 8

Author(s):

Cheng Jin ◽

Jianjiang Feng ◽

Lei Wang ◽

Heng Yu ◽

Jiang Liu ◽

...

Keyword(s):

Neural Networks ◽

Random Fields ◽

Left Atrial ◽

Fully Convolutional Neural Networks

Left Atrial Appendage ◽

Three Dimensional ◽

Atrial Appendage ◽

Road Segmentation of Remotely-Sensed Images Using Deep Convolutional Neural Networks with Landscape Metrics and Conditional Random Fields

Remote Sensing ◽

10.3390/rs9070680 ◽

2017 ◽

Vol 9 (7) ◽

pp. 680 ◽

Cited By ~ 38

Author(s):

Teerapong Panboonyuen ◽

Kulsawasd Jitkajornwanich ◽

Siam Lawawirojwong ◽

Panu Srestasathiern ◽

Peerapon Vateekul

Keyword(s):

Neural Networks ◽

Landscape Metrics ◽

Random Fields ◽

Remotely Sensed ◽

Deep Convolutional Neural Networks ◽

Remotely Sensed Images ◽

Road Segmentation

Automatic meniscus segmentation using cascaded deep convolutional neural networks with 2D conditional random fields in knee MR images

International Workshop on Advanced Imaging Technology (IWAIT) 2020 ◽

10.1117/12.2566450 ◽

2020 ◽

Author(s):

UJU JEON ◽

HYEONJIN KIM ◽

HELEN HONG ◽

JOONHO WANG

Keyword(s):

Neural Networks ◽

Random Fields ◽

Deep Convolutional Neural Networks

Mr Images ◽

2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017) ◽

Spatio-Temporal Facial Expression Recognition Using Convolutional Neural Networks and Conditional Random Fields

10.1109/fg.2017.99 ◽

2017 ◽

Cited By ~ 24

Author(s):

Behzad Hasani ◽

Mohammad H. Mahoor

Keyword(s):

Neural Networks ◽

Facial Expression ◽

Random Fields ◽

Facial Expression Recognition ◽

Expression Recognition ◽

Spatio Temporal

Firearm Detection via Convolutional Neural Networks: Comparing a Semantic Segmentation Model Against End-to-End Solutions

2020 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata50022.2020.9377745 ◽

2020 ◽

Author(s):

Alexander Egiazarov ◽

Fabio Massimo Zennaro ◽

Vasileios Mavroeidis

Keyword(s):

Neural Networks ◽

Semantic Segmentation ◽

End To End

Semantic Segmentation of Cerebellum in 2D Fetal Ultrasound Brain Images using Convolutional Neural Networks

IEEE Access ◽

10.1109/access.2021.3088946 ◽

2021 ◽

pp. 1-1

Author(s):

Vishal Singh ◽

Pradeeba Sridar ◽

Jinman Kim ◽

Ralph Nanan ◽

N. Poornima ◽

...

Keyword(s):

Neural Networks ◽

Semantic Segmentation ◽

Fetal Ultrasound ◽

Brain Images