Projects

Data-Centric AI

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Model-Centric AI

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Remote Sensing / AI for Earth Observation

OCR / Text Understanding
(2018 - 2021)

[Project Page]

Video Understanding
(2017 - 2020)

[Project Page]

Graph-based Agglomerative Clustering

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Inter-modality Face Recognition

Face (Portrait) Sketch Synthesis

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Semi-supervised Dimensionality Reduction

Learning Partial Differential Equations via Optimal Control

Internet Image Reranking

Proposed a novel semi-supervised learning approach to internet image reranking.
The images are retrieved by search engines given a query keyword.

Photo Quality Evaluation

Implemented features in the following two papers, and investigated the performances using different classifiers.
Y. Ke, X. Tang, and F. Jing. The design of high-level features for photo quality assessment. CVPR, 2006.
Y. Luo and X. Tang. Photo and video quality evaluation: Focusing on the subject. ECCV, 2008.

Automatic Panoramic Mosaic Stitching

The skeleton code was borrowed from UW's course CSE576.
It is also used in other universitys’ courses, such as cornell's course CS6670.
[Project Page]

Seam Carving for Content Aware Image Resizing

Implemented the following paper:
Shai Avidan and Ariel Shamir. Seam Carving for Content-Aware Image Resizing. ACM SIGGRAPH, 2007.
[Project Page]

Image Morphing
Implemented Beier-Neely algorithm and deformable surface algorithm.
[Project Page]

Photometric Stereo
Implemented photometric stereo with a chrome ball, without a chrome ball (Hayakawa's algorithm),
example-based photometric stereo, and Frankot-Chellappa Algorithm.
The skeleton code is borrowed from UW's course CSEP576.
[Project Page]