COS 597C - Advanced Topics in Computer Science - Advances in Image Processing

Fall 2017

We will be reading a variety of recent papers, together with a few "classic" papers (and some papers of local interest) for context.

Schedule

Date	Topic	Readings
Mon, Sep 18	Image completion / inpainting	[Barnes09], [Yang17], [Iizuka17]
Mon, Sep 25	Computational photography	[Heide14], [Heide16], [Gharbi16]
Mon, Oct 2	Color	[Liu14], [Yan16], [Koyama17]
Mon, Oct 9	Warping and scaling	[Fried16], [Badki17], [Gastal17]
Mon, Oct 16	Texture analysis / synthesis	[Gatys15], [Sendik17], [Moritz17]
Mon, Oct 23	Stylization and style transfer	[Gatys16], [Selim16], [Gatys17]
Mon, Oct 30	No class - fall break
Mon, Nov 6	Image enrichment	[Zhang17], [Eilertsen17], [Averbuch-Elor17]
Mon, Nov 13	Painting, processing, compression	[Lukáč13], [Chen17], [Baig17]
Mon, Nov 20	Segmentation and grouping	[Kundu16], [Tan16], [Aksoy17], [Lun17]
Mon, Nov 27	No class
Mon, Dec 4	Shape and appearance	[Baek16], [Kar17], [Li17]
Mon, Dec 11	Depth estimation and object detection	[Zhou17], [Ummenhofer17], [Deng17]