Subarna Tripathi

I am a PhD student at UC San Diego working with Truong Nguyen and Serge Belongie. My research interests include object detection, semantic segmentation in images and videos. See my UCSD webpage and resume for more details.

Publications

2017

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

Tripathi, Subarna; Dane, Gokce; Kang, Byeongkeun; Bhaskaran, Vasudev; Nguyen, Truong

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

Computer Vision and Pattern Recognition Workshop (CVPRW), Honolulu, HI, 2017.

(Links | BibTeX)

Precise Recovery of Latent Vectors from Generative Adversarial Networks

Lipton, Zachary; Tripathi, Subarna

Precise Recovery of Latent Vectors from Generative Adversarial Networks

ICLR workshop, 2017.

(Links | BibTeX)

Pose2Instance: Harnessing Keypoints for Person Instance Segmentation

Tripathi, Subarna; Collins, Maxwell; Brown, Matthew; Belongie, Serge

Pose2Instance: Harnessing Keypoints for Person Instance Segmentation

arXiv preprint arXiv:1704.01152, 2017.

(Links | BibTeX)

A Statistical Approach to Continuous Self-Calibrating Eye Gaze Tracking for Head-Mounted Virtual Reality Systems

Tripathi, Subarna; Guenter, Brian

A Statistical Approach to Continuous Self-Calibrating Eye Gaze Tracking for Head-Mounted Virtual Reality Systems

WACV, 2017.

(Abstract | Links | BibTeX)

2016

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

Tripathi, Subarna; Lipton, Zachary; Belongie, Serge; Nguyen, Truong

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

British Machine Vision Conference (BMVC), York, UK, 2016.

(Links | BibTeX)

Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation

Tripathi, Subarna; Belongie, Serge; Hwang, Youngbae; Nguyen, Truong

Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation

Winter Conference on Applications of Computer Vision (WACV), 2016.

(Links | BibTeX)

2015

Semantic Video Segmentation : Exploring Inference Efficiency

Tripathi, Subarna; Belongie, Serge; Hwang, Youngbae; Nguyen, Truong

Semantic Video Segmentation : Exploring Inference Efficiency

ISOCC, 2015.

(Links | BibTeX)

2014

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

Tripathi, Subarna; Hwang, Youngbae; Belongie, Serge; Nguyen, Truong

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

Winter Conference on Applications of Computer Vision (WACV), Steamboat Springs, CO, 2014.

(Links | BibTeX)