Ph.D. Candidate,

Computer Science,

University of Massachusetts,

Amherst

Office:
Computer Science Building, Rm 256, 140 Governors Drive,

Amherst, MA 01003

Email: souyoungjin [at] cs.umass.edu

Hi!

I am a Ph.D. Candidate at College of Information and Computer Sciences, University of Massachusetts, Amherst, working with Prof. Erik Learned-Miller at Computer Vision Lab. My research interests are in Computer Vision and Machine Learning.

Here is my CV.

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2018

posted Sep 18, 2018, 1:22 PM by SouYoung Jin [ updated Sep 18, 2018, 1:27 PM ]

SouYoung Jin*, Aruni RoyChowdhury*, Huaizu Jiang, Ashish Singh, Aditya Prasad, Deep Chakraborty, and Erik Learned-Miller. Unsupervised hard example mining from videos for improved object detection. European Conference on Computer Vision (ECCV), 18 pages, 2018.

* = Equal Contribution

[pdf] [project page]

2017

posted Jul 16, 2017, 8:40 PM by SouYoung Jin [ updated Oct 26, 2017, 5:38 AM ]

SouYoung Jin, Hang Su, Chris Stauffer, and Erik Learned-Miller. End-to-end face detection and cast grouping in movies using Erdos-Renyi clustering. International Conference on Computer Vision (ICCV), 10 pages, 2017. spotlight

[pdf] [supp] [project page] [code]

2014

posted Jul 16, 2017, 8:40 PM by SouYoung Jin

Sou-Young Jin, Ho-Jin Choi, and Yu-Wing Tai. A Randomized Algorithm for Natural Object Colorization. Computer Graphics Forum (Special Issue on Eurographics), vol. 33, no. 2, 2014.

[pdf] [supplemental material] [project page] [bibtxt]

Sou-Young Jin, Suwon Lee, Nur Aziza Azis, and Ho-Jin Choi. Jigsaw Puzzle Image Retrieval via Pairwise Compatibility Measurement. International Conference on Big Data and Smart Computing (BigComp), pages 123 – 127, Bangkok, Thailand, Jan. 15-17, 2014.[pdf] [bibtxt]

2013

posted Jul 16, 2017, 8:39 PM by SouYoung Jin


	Sou-Young Jin and Ho-Jin Choi. Essential Body-Joint and Atomic Action Detection for Human Activity Recognition Using Longest Common Subsequence Algorithm.Lecture Notes in Computer Science, vol. 7729, pages 148-159, 2013. [pdf] [bibtxt]
	Sou-Young Jin, Ho-Jin Choi, and Youssef Iraqi. Depth Consistency Evaluation for Error-Pose Detection. International Conference on Machine Vision (ICMV), London, United Kingdom, 15-16 November 2013. [pdf] [bibtxt]
	Sou-Young Jin, Ho-Jin Choi. Clustering Space-Time Interest Points for Action Representation. International Conference on Machine Vision (ICMV), London, United Kingdom, 15-16 November 2013. [pdf] [bibtxt]

2012

posted Jul 16, 2017, 8:37 PM by SouYoung Jin [ updated Jul 16, 2017, 8:38 PM ]


	Sou-Young Jin, Young-Seob Jong, Chankyu Park, Kyo-Joong Oh, and Ho-Jin Choi. An Intelligent Multi-Sensor Surveillance System for Elderly Care. Smart Computing Review, vol. 2, no. 4, August 2012. [pdf] [bibtxt]
	Sou-Young Jin, Jae-Kyung Won, Hojin Lee, and Ho-Jin Choi. Construction of Automated Screening System to Predict Breast Cancer Diagnosis and Prognosis. Basic and Applied Pathology, vol. 5, issue 1, pages 15-18, 16 Mar. 2012. [pdf] [bibtxt]

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