	A	C	D	E	F	G	H	J	L	N	O	P	Q	R	T	U	V	W	X	Z	AA	AC	AD
1	Concept	Context	Preferred Label	Alternate Label	Abbreviation	Synonym	Synonym Context	Identifier	Definition (text)	Concept Source	Preferred Label Source	Alternate Label Source	Definition Source (isDefinedBy)	Definition Adapted from Source	Scope Note	Explanatory Note	Usage Note	Example	Dependencies	Parent Concept	Equivalent Concept	Concept/Definition Usage (Literature)	References

2	Adult	age groups	adult					adult	person from age 18 to 44 years old	N. Geifman and E. Rubin, “The Age-Phenome Knowledgebase: an example to handling ab-straction and expressiveness in a knowledge domain.”													N. Geifman and E. Rubin, “The Age-Phenome Knowledgebase: an example to handling ab-straction and expressiveness in a knowledge domain.”
3	Age	LFW	age					age	the estimated age in years of the individual in the photo	N. Kumar, A. Berg, P. N. Belhumeur, and S. Nayar, “Describable visual attributes for face verification and image search,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 10, pp. 1962–1977, 2011	http://vis-www.cs.umass.edu/lfw/		http://vis-www.cs.umass.edu/lfw/			Describes term's context within LWF dataset							N. Geifman and E. Rubin, “The Age-Phenome Knowledgebase: an example to handling ab-straction and expressiveness in a knowledge domain.”
4	Age Range		age range					age_range	the space or extent included, covered, or used to describe age	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/range										“Range.” Merriam-Webster, Merriam-Webster, www.merriam-webster.com/dictionary/range.
5	Arched Eyebrows		arched eyebrows					arched_eyebrows	eyebrows that are in the form of arches	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“arched\| Definition of wavy in English by Oxford Dictionaries,” Oxford Dictionaries \| English. [Online]. Available: https://en.oxforddictionaries.com/definition/arched. [Accessed: 13-Oct-2018].
6	Asian		asian					asian	categorized as "Asian" by the LFW tags	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Asian,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/asian. [Accessed: 23-Nov-2018].
7	Attractive Man		attractive man					attractive_man	a man whose face adheres to scientific beauty standards (golden ratio, horizontal face symmetry)	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.									attractive				"Attractive,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/attractive. [Accessed: 23-Nov-2018].
8	Attractive Woman		attractive woman					attractive_woman	a woman whose face adheres to scientific beauty standards (golden ratio, horizontal face symmetry)	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.									attractive				"Attractive,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/attractive. [Accessed: 23-Nov-2018].
9	Attractiveness		attractiveness					attractiveness	whether or not a person's face adheres to scientific beauty standards (golden ratio, horizontal face symmetry)	N. Kumar, A. Berg, P. N. Belhumeur, and S. Nayar, “Describable visual attributes for face verification and image search,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 10, pp. 1962–1977, 2011													"Attractive,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/attractive. [Accessed: 23-Nov-2018].
10	Baby	age groups	baby					baby	person from age 0 to 1 years old	N. Geifman and E. Rubin, “The Age-Phenome Knowledgebase: an example to handling ab-straction and expressiveness in a knowledge domain.”													N. Geifman and E. Rubin, “The Age-Phenome Knowledgebase: an example to handling ab-straction and expressiveness in a knowledge domain.”
11	Bagginess		bagginess					bagginess	mild swelling or puffiness under the eyes	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.mayoclinic.org/diseases-conditions/bags-under-eyes/symptoms-causes/syc-20369927										“Bags under eyes,” Mayo Clinic, 26-Jan-2018. [Online]. Available: https://www.mayoclinic.org/diseases-conditions/bags-under-eyes/symptoms-causes/syc-20369927. [Accessed: 09-Nov-2018].
12	Big	of nose	big					big	large or great in dimensions, bulk, or extent	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/big										“Big,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/big. [Accessed: 09-Nov-2018].
13	Big Lips		big lips					big_lips	the subject has big lips	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“Big,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/big. [Accessed: 09-Nov-2018].
14	Black		black					black	categorized as "Black" by the LFW tags	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“Black,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/black. [Accessed: 09-Nov-2018].
15	Brown	of eye	brown					brown	any of a group of colors between red and yellow in hue, of medium to low lightness, and of moderate to low saturation	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/brown										“Brown,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/brown. [Accessed: 09-Nov-2018].
16	Cheek Feature		cheek feature					cheek_feature	feature of the fleshy side of the face below the eye and above and to the side of the mouth	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/cheek										“Cheek,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/cheek. [Accessed: 09-Nov-2018].
17	Child	age groups	child					child	person from age 1 to 5 years old	N. Geifman and E. Rubin, “The Age-Phenome Knowledgebase: an example to handling ab-straction and expressiveness in a knowledge domain.”													N. Geifman and E. Rubin, “The Age-Phenome Knowledgebase: an example to handling ab-straction and expressiveness in a knowledge domain.”
18	Chin Feature		chin feature					chin_feature	feature of the lower portion of the face lying below the lower lip and including the prominence of the lower jaw	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/chin										“Chin,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/chin. [Accessed: 09-Nov-2018].
19	Chubby		chubby					chubby	categorized as "chubby" by the LFW tags	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“Chubby,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/chubby. [Accessed: 09-Nov-2018].
20	Color		color					color	a phenomenon of light (such as red, brown, pink, or gray) or visual perception that enables one to differentiate otherwise identical objects	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“Color,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/colo. [Accessed: 09-Nov-2018].
21	Demographic		demographic					demographic	statistical data relating to the population and particular groups within it	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“demographics\| Definition of wavy in English by Oxford Dictionaries,” Oxford Dictionaries \| English. [Online]. Available: https://en.oxforddictionaries.com/definition/demographics. [Accessed: 28-Oct-2018].
22	Double Chin		double chin					double_chin	a fleshy or fatty fold under the chin	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/double%20chin										“Double Chin,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/double chin. [Accessed: 09-Nov-2018].
23	Ethnicity	LFW	ethnicity					ethnicity	the ethnicity of the individual in the photo	N. Kumar, A. Berg, P. N. Belhumeur, and S. Nayar, “Describable visual attributes for face verification and image search,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 10, pp. 1962–1977, 2011	http://vis-www.cs.umass.edu/lfw/		http://vis-www.cs.umass.edu/lfw/			Describes term's context within LWF dataset							“Ethnicity,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/Ethnicity. [Accessed: 09-Nov-2018].
24	Eye		eye					eye	a specialized light-sensitive sensory structure of animals that in nearly all vertebrates, most arthropods, and some mollusks is the image-forming organ of sight	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/eye										“Eye,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/eye. [Accessed: 09-Nov-2018].
25	Eye Color	LFW	eye color					eye_color	the color of the iris of an eye	N. Kumar, A. Berg, P. N. Belhumeur, and S. Nayar, “Describable visual attributes for face verification and image search,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 10, pp. 1962–1977, 2011	http://vis-www.cs.umass.edu/lfw/		http://vis-www.cs.umass.edu/lfw/			Describes term's context within LWF dataset							“Big,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/eye%20color. [Accessed: 09-Nov-2018].
26	Eye Feature		eye feature					eye_feature	a feaure of the specialized light-sensitive sensory structure of animals that in nearly all vertebrates, most arthropods, and some mollusks is the image-forming organ of sight	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/eye										“Eye,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/eye. [Accessed: 09-Nov-2018].
27	Eye Shape		eye shape					eye_shape	the shape of the subject's eyes	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“Shape,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/shape. [Accessed: 09-Nov-2018].
28	Eyebrow		eyebrow					eyebrow	the ridge over the eye or the hair growing usually in a line or arch on the skin over it	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/eyebrow										“Eyebrow,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/eyebrow. [Accessed: 09-Nov-2018].
29	Face	LFW	face					face	the front of a animal's head that features the eyes, nose, and mouth	N. Kumar, A. Berg, P. N. Belhumeur, and S. Nayar, “Describable visual attributes for face verification and image search,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 10, pp. 1962–1977, 2011	https://en.wikipedia.org/wiki/Face		https://en.wikipedia.org/wiki/Face			Describes term's context within LWF dataset							“Face,” Wikipedia, 16-Aug-2018. [Online]. Available: https://en.wikipedia.org/wiki/Face. [Accessed: 06-Oct-2018].
30	Face Shape		face shape					face_shape	The shape of the subject's face	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“Shape,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/shape. [Accessed: 09-Nov-2018].
31	Facial Expression		facial expression					facial_expression	the expression the subject is making in the photo	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“Expression,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/expression. [Accessed: 09-Nov-2018].
32	Facial Feature		facial feature					facial_feature	a feature of the front of a animal's head that features the eyes, nose, and mouth	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://en.wikipedia.org/wiki/Face			Describes term's context within LWF dataset							“Face,” Wikipedia, 16-Aug-2018. [Online]. Available: https://en.wikipedia.org/wiki/Face. [Accessed: 06-Oct-2018].
33	Feminine		feminine					feminine	characteristic of or appropriate or unique to women	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/feminine										“Feminine,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/feminine. [Accessed: 09-Nov-2018].
34	Finish		finish					finish	the final treatment or coating of a surface	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/finish										“Finish,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/finish. [Accessed: 09-Nov-2018].
35	Flushed		flushed					flushed	excited or elated by something	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Flush,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/flush. [Accessed: 23-Nov-2018].
36	Flushed Skin		flushed skin					flushed_skin	skin that is flushed as labeled by LFW	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Flush,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/flush. [Accessed: 23-Nov-2018].
37	Frowning		frowning					frowning	the subject's mouth is in the shape of a frown	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Frown,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/frowning. [Accessed: 23-Nov-2018].
38	Fully Visible Forehead		fully visible forehead					fully_visible_forehead	the subject's forehead is fully visible in the photo	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Visibility,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/visibility. [Accessed: 23-Nov-2018].
39	Gender Expression		gender expression	gender				gender_expression	the physical and behavioral manifestations of one's gender identity	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													TWed Talk: Katie Chastain on "Breaking the Gender Schema" (6p, 24 Oct), 24-Oct-2018. [Online]. Available: https://www.youtube.com/watch?v=OQsXqJBZ3mQ. [Accessed: 28-Oct-2018].
40	has		has					has	possesses, owns, or holds	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“have \| Definition of have in English by Oxford Dictionaries,” Oxford Dictionaries \| English. [Online]. Available: https://en.oxforddictionaries.com/definition/have. [Accessed: 20-Oct-2018].
41	hasColor		has color					has_color	relates an object to its color	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“have \| Definition of have in English by Oxford Dictionaries,” Oxford Dictionaries \| English. [Online]. Available: https://en.oxforddictionaries.com/definition/have. [Accessed: 20-Oct-2018].
42	hasDemographic		has demographic					has_demographic	relates the demograophic properties to a person who exhibts them	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“have \| Definition of have in English by Oxford Dictionaries,” Oxford Dictionaries \| English. [Online]. Available: https://en.oxforddictionaries.com/definition/have. [Accessed: 20-Oct-2018].
43	hasFeature		hasfeature					hasfeature	links an entity to the data characteristics	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“have \| Definition of have in English by Oxford Dictionaries,” Oxford Dictionaries \| English. [Online]. Available: https://en.oxforddictionaries.com/definition/have. [Accessed: 20-Oct-2018].
44	hasRBG		has rgb					has_rgb	if an image can be expressed using three-color model using red, green, and blue light	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/RGB										“Rgb,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/RGB. [Accessed: 09-Nov-2018].
45	hasSize		has size					has_size	relates an object to a description of its size	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“have \| Definition of have in English by Oxford Dictionaries,” Oxford Dictionaries \| English. [Online]. Available: https://en.oxforddictionaries.com/definition/have. [Accessed: 20-Oct-2018].
46	hasStrongMouthNoseLines		has strong mouth nose lines					has_strong_mouth_nose_lines	the subject's nose mouth lines are highly visible	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“have \| Definition of have in English by Oxford Dictionaries,” Oxford Dictionaries \| English. [Online]. Available: https://en.oxforddictionaries.com/definition/have. [Accessed: 20-Oct-2018].
47	hasVisualFeature		has visual feature					has_visual_feature	relates a visual feature to the object exhibiting it	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“have \| Definition of have in English by Oxford Dictionaries,” Oxford Dictionaries \| English. [Online]. Available: https://en.oxforddictionaries.com/definition/have. [Accessed: 20-Oct-2018].
48	High Cheekbone		high cheekbone					high_cheekbone	a high prominence below the eye that is formed by the zygomatic bone	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/cheekbone										“Cheekbone,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/cheekbone. [Accessed: 09-Nov-2018].
49	Indian		indian					indian	categorized as "Indian" by the LFW tags	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Indian,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/Indian. [Accessed: 23-Nov-2018].
50	isAttractive		is attractive					is_attractive	arousing interest or pleasure	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/attractive										“Attractive,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/attractive. [Accessed: 09-Nov-2018].
51	Jaw Shape		jaw shape					jaw_shape	the angle a person's jaw makes with the side of their face (sharp, smooth)	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Shape,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/shape. [Accessed: 23-Nov-2018].
52	Lip Size		lip size					lip_size	the size of the subject's lips	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Size,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/size. [Accessed: 23-Nov-2018].
53	Masculine		masculine					masculine	having qualities appropriate to or usually associated with a man	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/masculine										“Masculine,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/masculine. [Accessed: 09-Nov-2018].
54	Medium	of nose	medium					medium	a middle condition or degree	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/medium										“Medium,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/medium. [Accessed: 09-Nov-2018].
55	Middle Aged	age groups	middle aged					middle_aged	person from age 45 to 64	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													N. Geifman and E. Rubin, “The Age-Phenome Knowledgebase: an example to handling ab-straction and expressiveness in a knowledge domain.”
56	Mouth		mouth					mouth	opening in the lower part of the human face, surrounded by the lips	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Mouth,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/mouth. [Accessed: 23-Nov-2018].
57	Mouth Closed		mouth closed					mouth_closed	the subject's mouth is closed	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Closed,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/closed. [Accessed: 23-Nov-2018].
58	Mouth Open State		mouth open state					mouth_open_state	mouth shape	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Open,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/open. [Accessed: 23-Nov-2018].
59	Mouth Slightly Open		mouth slightly open					mouth_slightly_open	the subject's mouth is slightly open	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Slightly,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/slightly. [Accessed: 23-Nov-2018].
60	Mouth Wide Open		mouth wide open					mouth_wide_open	the subject's mouth is wide open	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Open,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/open. [Accessed: 23-Nov-2018].
61	Narrow Eyes		narrow eyes					narrow_eyes	the subject's eyes appear narrow	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Narrow,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/narrow. [Accessed: 23-Nov-2018].
62	Nose		nose					nose	part of the face projecting above the mouth on the face of a person or animal, containing the nostrils and used for breathing and smelling	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Nose,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/nose. [Accessed: 23-Nov-2018].
63	Nose Mouth Lines		nose mouth lines					nose_mouth_lines	lines between the mouth and nose	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Nasolabial,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/medical/nasolabial. [Accessed: 23-Nov-2018].
64	Nose Shape		nose shape					nose_shape	the shape of the part of the face that bears the nostrils and covers the anterior part of the nasal cavity	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/nose										“Nose,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/nose. [Accessed: 09-Nov-2018].
65	Obstructed Forehead		obstructed forehead					obstructed_forehead	the subject's forehead is obstructed in the photo	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Visibility,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/visibility. [Accessed: 23-Nov-2018].
66	Open	of eye	open					open	eyes are not covered by eyelids	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/open										“Open,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/open. [Accessed: 09-Nov-2018].
67	Oval Face		oval face					oval_face	the shape of the subject's face appears oval shaped	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Oval,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/oval. [Accessed: 23-Nov-2018].
68	Pale		pale					pale	has little color	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Pale,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/pale. [Accessed: 23-Nov-2018].
69	Pale Skin		pale skin					pale_skin	skin that is pale as labeled by LFW	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Pale,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/pale. [Accessed: 23-Nov-2018].
70	Partially Visible Forehead		partially visible forehead					partially_visible_forehead	the subject's forehead is partially visible in the photo	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Partially,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/partially. [Accessed: 23-Nov-2018].
71	Person		person					person	human being	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Person,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/person. [Accessed: 23-Nov-2018].
72	Pointy		pointy					pointy	having a pointy tip or end	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Pointy,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/pointy. [Accessed: 23-Nov-2018].
73	Pointy Nose		pointy nose					pointy_nose	the node is comes to a rather sharp point	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/pointy										“Pointy,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/pointy. [Accessed: 09-Nov-2018].
74	RGB Color		rgb color					rgb_color	a color represented with a three-color model using red, green, and blue light	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/RGB										“Rgb,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/RGB. [Accessed: 09-Nov-2018].
75	Rosy Cheek		rosy cheek					rosy_cheek	redness in the cheecks occurring as a result of blood vessels widening near the surface of the skin	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.medicalnewstoday.com/articles/322808.php										Fletcher, Jenna. “Rosy Cheeks: Causes and What to Do.” Medical News Today, MediLexicon International, www.medicalnewstoday.com/articles/322808.php.
76	round face		round face					round_face	the shape of the subject's face appears round	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Round,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/round. [Accessed: 23-Nov-2018].
77	Round Jaw		round jaw					round_jaw	The subject is tagged as having a round jaw	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Round,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/round. [Accessed: 23-Nov-2018].
78	Senior	age groups	senior					senior	person from age 65 and up	N. Geifman and E. Rubin, “The Age-Phenome Knowledgebase: an example to handling ab-straction and expressiveness in a knowledge domain.”													N. Geifman and E. Rubin, “The Age-Phenome Knowledgebase: an example to handling ab-straction and expressiveness in a knowledge domain.”
79	Shiny		shiny					shiny	reflective	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Shiny,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/shiny. [Accessed: 23-Nov-2018].
80	Shiny Skin		shiny skin					shiny_skin	skin that is shiny as labeled by LFW	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Shiny,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/shiny. [Accessed: 23-Nov-2018].
81	Size		size					size	how large an object is	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Size,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/size. [Accessed: 23-Nov-2018].
82	Skin		skin					skin	the external limiting tissue layer of an animal body	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/skin										“Skin.” Merriam-Webster, Merriam-Webster, www.merriam-webster.com/dictionary/skin.
83	Skin Tone		skin tone					skin_tone	color quality or value of skin	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/tone										“Tone.” Merriam-Webster, Merriam-Webster, www.merriam-webster.com/dictionary/tone.
84	Small	of nose	small					small	having comparatively little size or slight dimensions	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/small										“Small.” Merriam-Webster, Merriam-Webster, www.merriam-webster.com/dictionary/small.
85	Small Lips		small lips					small_lips	the subject has small lips	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													“Small.” Merriam-Webster, Merriam-Webster, www.merriam-webster.com/dictionary/small.
86	Smiling		smiling					smiling	the subject's mouth is in the shape of a smile	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Smiling,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/smiling. [Accessed: 23-Nov-2018].
87	Smiling		mouth expression					mouth_expression	whether a person's mouth is curved upwards or not	N. Kumar, A. Berg, P. N. Belhumeur, and S. Nayar, “Describable visual attributes for face verification and image search,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 10, pp. 1962–1977, 2011													"Smiling,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/smiling. [Accessed: 23-Nov-2018].
88	Square Face		square face					square_face	the shape of the subject's face appears square	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Square,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/square. [Accessed: 23-Nov-2018].
89	Strong Nose Mouth Line		strong nose mouth line					strong_nose_mouth_line	the subject's nose mouth lines are highly visible	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Nasolabial,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/medical/nasolabial. [Accessed: 23-Nov-2018].
90	Teeth Not Visible		teeth not visible					teeth_not_visible	the subject's teeth are not visible	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Visible,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/visible. [Accessed: 23-Nov-2018].
91	Teeth Visibility		teeth visibility					teeth_visibility	whether the subject's teeth are visible in the photo	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"Visible,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/visible. [Accessed: 23-Nov-2018].
92	Weight Range		weight range					weight_range	the space or extent included, covered, or used to describe weight	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.			https://www.merriam-webster.com/dictionary/range										“Range.” Merriam-Webster, Merriam-Webster, www.merriam-webster.com/dictionary/range.
93	White		white					white	categorized as "White" by the LFW tags	E. Learned-Miller, G. B. Huang, A. RoyChowdhury, H. Li, and G. Hua, “Labeled faces in the wild: A survey,” in Advances in face detection and facial image analysis. Springer, 2016, pp. 189–248.													"White,” Merriam-Webster. [Online]. Available: https://www.merriam-webster.com/dictionary/white. [Accessed: 23-Nov-2018].
94	Youth	age groups	youth					youth	person from age 5 to 17 years old	N. Geifman and E. Rubin, “The Age-Phenome Knowledgebase: an example to handling ab-straction and expressiveness in a knowledge domain.”													N. Geifman and E. Rubin, “The Age-Phenome Knowledgebase: an example to handling ab-straction and expressiveness in a knowledge domain.”
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