康佳
哥伦比亚大学
时光影像
Exchange experience at the University of Melbourne
2017
- Date:
- 07 July 2017
- Site link:
- www.unimelb.edu.au
Victoria, Australia
Exchange experience at the University of Melbourne
2017
- Date:
- 07 July 2017
- Site link:
- www.unimelb.edu.au
Victoria, Australia
Life in Columbia University
2019-2020
- Date:
- 28 Aug 2019
- Site link:
- https://www.columbia.edu
New York, NY, US
Pipeline for lumen/Wall separation project.
Disease Diagnosis: Lumen/Wall Volume Ratio Measurement on Pulmonary Vessels with CT Scans
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Pipeline for lumen/Wall separation project.
Disease Diagnosis: Lumen/Wall Volume Ratio Measurement on Pulmonary Vessels with CT Scans
- Date:
- 2020.03-2020.06
- Advisor:
- Prof. Andrew Laine & Prof. R. Graham Barr
- Site link:
- https://hbil.bme.columbia.edu/
This project aims to help lung disease diagnosis through automatically quantifying the lumen/wall ratio on pulmonary vessels. Since clinically, given the same total pulmonary vascular volume, different lumen/wall volume ratios may reveal different pathologies. To measure this ratio value, we segmented and separate the lumen and wall of vessels based on the enhanced CT scans. And in the future, we want to transfer this pipeline to adapt for….., because non-contrast CT request lower radiation dose thus will reduce the harm to the patients.
Workflow for neural imaging project
Neural Imaging: Automatic Workflow For Cell Mapping & Counting In Brain Regions
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Workflow for neural imaging project
Neural Imaging: Automatic Workflow For Cell Mapping & Counting In Brain Regions
- Date:
- 2019.10-present
- Advisor:
- Prof. Alex Dranovsky & Prof. Andrew Laine
- Site link:
- https://hbil.bme.columbia.edu/
This project aims to assign anatomical location of mouse brains to the sections and quantify neurons. The workflow will facilitate many neuroscience researches with the reduction of manual operation demands. It can be divided into Registration, Cell Detection and Integration parts.
Pipeline for probe tracking project
Image-guided Surgery: Object Tracking & Pose Estimation In VR/AR Surgeries
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Pipeline for probe tracking project
Image-guided Surgery: Object Tracking & Pose Estimation In VR/AR Surgeries
- Date:
- 2018.06-2019.06
- Advisor:
- Prof. Hongkai Xiong
- Site link:
- http://min.sjtu.edu.cn/
This project aims to develop an object tracking and pose estimation method for a VR/AR surgery. This pipeline can be divided into two parts, the first part tracks the object within the 2D space of videos, and the second part estimated the pose of the object in 3D space to guide the operation for doctors. I revised the YOLO algorithm, in order to track the corner and centroid of our object. And with the corner coordinates, I changed them into a sparse representation, and with a duall dictionary learning method, I can get the pose estimation of the object.
Project Presentation
Anti-fog and self-cleaning glass
- Date:
- 28 Jun 2016
- Site link:
- www.sjtu.edu.cn
Anti-fog and self-cleaning glass
Probe tracking in VR-AR surgery
Image Processing and Deep Learning: 3D Object Tracking & Adaptive Compression
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Probe tracking in VR-AR surgery
Image Processing and Deep Learning: 3D Object Tracking & Adaptive Compression
- Date:
- 2018.06-2019.06
- Advisor:
- Prof. Hongkai Xiong
- Site link:
- http://min.sjtu.edu.cn/
Institute of Media, Information, and Network. In the interventional surgery based on vr-ar, doctors can see the surgical scene through the Hololens. Our task is to track the posture of the handle when the doctor operates the handle with the video grabbed by Hololens, and further control the movement of the probe in patients' body. The picture comes from Shanghai Chest Hospital and Kunbo Technology Ltd..
2D Gas Chromatography-Time of Flight-Mass Spectrometry of Liquor
Biochemical Analysis and Machine Learning: Fingerprint Mapping of Liquor
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2D Gas Chromatography-Time of Flight-Mass Spectrometry of Liquor
Biochemical Analysis and Machine Learning: Fingerprint Mapping of Liquor
- Date:
- 2016.01-2017.03
- Advidor
- Prof. Fei Tao
- Site link:
- http://life.sjtu.edu.cn/
We used these mass spectrometry data to obtain high-dimensional characteristics of liquor for the design of the classifier. The data came from the Analysis and Testing Center of Shanghai Jiao Tong University.
Debate Competition
Academic Sharing Center, Student Union at SJTU | Director
- Date:
- 11 May 2017
- Site link:
- www.sjtu.edu.cn
Hosted a number of forums and debates with hundreds of audiences.
2018 World Book Day
Academic Sharing Center, Student Union at SJTU | Director
- Date:
- Site link:
- www.sjtu.edu.cn
The sweetest smile
Excellent Volunteer of SJTU 120th Anniversary
- Date:
- 2016.04.05-2016.04.10.
- Site link:
- www.sjtu.edu.cn
“Future Booster” Voluntary Activity for Prospective Freshmen |
Volunteer & Excellent Regional Leader
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“Future Booster” Voluntary Activity for Prospective Freshmen
Volunteer & Excellent Regional Leader
- Date:
- 2016.06-2016.08
- Site link:
- www.sjtu.edu.cn
