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An Adaptive EM Accelerator for Unsupervised Learning of Gaussian Mixture Models

Sep 26, 2020
Truong Nguyen, Guangye Chen, Luis Chacon

* 19 pages (single column), 8 figures, 7 tables 

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Accurate and efficient video de-fencing using convolutional neural networks and temporal information

Jun 28, 2018
Chen Du, Byeongkeun Kang, Zheng Xu, Ji Dai, Truong Nguyen


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LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded Systems

May 16, 2017
Subarna Tripathi, Gokce Dane, Byeongkeun Kang, Vasudev Bhaskaran, Truong Nguyen

* Embedded Vision Workshop in CVPR 

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Context Matters: Refining Object Detection in Video with Recurrent Neural Networks

Jul 19, 2016
Subarna Tripathi, Zachary C. Lipton, Serge Belongie, Truong Nguyen

* To appear in BMVC 2016 

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Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation

Jan 20, 2016
Subarna Tripathi, Serge Belongie, Youngbae Hwang, Truong Nguyen

* Accepted for publication in WACV 2016 

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Semantic Video Segmentation : Exploring Inference Efficiency

Sep 04, 2015
Subarna Tripathi, Serge Belongie, Youngbae Hwang, Truong Nguyen

* To appear in proc of ISOCC 2015 

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Beyond Semantic Image Segmentation : Exploring Efficient Inference in Video

Jul 01, 2015
Subarna Tripathi, Serge Belongie, Truong Nguyen

* CVPR 2015 workshop WiCV : Extended Abstract 

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Improving Streaming Video Segmentation with Early and Mid-Level Visual Processing

Feb 14, 2014
Subarna Tripathi, Youngbae Hwang, Serge Belongie, Truong Nguyen

* WACV accepted paper 

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