As one of the research directions at OLIVES Lab @ Georgia Tech, we focus on recognizing textures and materials in real-world images, which plays an important role in object recognition and scene understanding. Aiming at describing objects or scenes with more detailed information, we explore how to computationally characterize apparent or latent properties (e.g. surface smoothness) of materials, i.e., computational material characterization, which moves a step further beyond material recognition.

Dataset Files

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Documentation: 
[1] Yuting Hu, Zhiling Long, Anirudha Sundaresan, Motaz Alfarraj, Ghassan AlRegib, "CoMMonS: Challenging Microscopic Material Surface Dataset", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/zzsw-3w48. Accessed: Jun. 21, 2024.
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doi = {10.21227/zzsw-3w48},
url = {http://dx.doi.org/10.21227/zzsw-3w48},
author = {Yuting Hu; Zhiling Long; Anirudha Sundaresan; Motaz Alfarraj; Ghassan AlRegib },
publisher = {IEEE Dataport},
title = {CoMMonS: Challenging Microscopic Material Surface Dataset},
year = {2020} }
TY - DATA
T1 - CoMMonS: Challenging Microscopic Material Surface Dataset
AU - Yuting Hu; Zhiling Long; Anirudha Sundaresan; Motaz Alfarraj; Ghassan AlRegib
PY - 2020
PB - IEEE Dataport
UR - 10.21227/zzsw-3w48
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Yuting Hu, Zhiling Long, Anirudha Sundaresan, Motaz Alfarraj, Ghassan AlRegib. (2020). CoMMonS: Challenging Microscopic Material Surface Dataset. IEEE Dataport. http://dx.doi.org/10.21227/zzsw-3w48
Yuting Hu, Zhiling Long, Anirudha Sundaresan, Motaz Alfarraj, Ghassan AlRegib, 2020. CoMMonS: Challenging Microscopic Material Surface Dataset. Available at: http://dx.doi.org/10.21227/zzsw-3w48.
Yuting Hu, Zhiling Long, Anirudha Sundaresan, Motaz Alfarraj, Ghassan AlRegib. (2020). "CoMMonS: Challenging Microscopic Material Surface Dataset." Web.
1. Yuting Hu, Zhiling Long, Anirudha Sundaresan, Motaz Alfarraj, Ghassan AlRegib. CoMMonS: Challenging Microscopic Material Surface Dataset [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/zzsw-3w48
Yuting Hu, Zhiling Long, Anirudha Sundaresan, Motaz Alfarraj, Ghassan AlRegib. "CoMMonS: Challenging Microscopic Material Surface Dataset." doi: 10.21227/zzsw-3w48