Feature-Extraction--Age-Invariant-Face-Recognition

This assignment was completed for the fulfillment of the Deep Learning Course [ CS F425 ] offered by BITS Pilani, Pilani Campus under the guidance of Prof. Kamlesh Tiwari ( www.ktiwari.in )

Objective

To develop a system that can reliably match images of a person taken at two different ages.

Part-1 [Data Annotation]

Data Collection

• Total images collected = 864

• Actors/Actress List

1. Asha Parekh
   a. Jab pyar kissi se hota hai-18
   b. Teesri Manzil-23
   c. Caravan-29
   d. Adha din adhi raat -35
   e. Professor ki padosan-51
   f. Lachu maharaj puruskar-66

2. Brad Pitt
   a. Across the street-25
   b. By the sea-52
   c. Fight club-36
   d. Kalifornia-30
   e. The lost city-59
   f. Troy-41

3. Christian Bale
   a. Empire of the sun-13
   b. Swing kids-19
   c. All the little animals-24
   d. The machinist-30
   e. The dark knight rises-35

4. Vinod Khanna
   a. Memsaab-25
   b. Qurbani-34
   c. Jurm-44
   d. Hulchal-49
   e. Pehchaan-59
   f. Ramaiya vastavaiya-67

Part-2 [ System Development ]

SIFT using Open cv2 library)

ORB ( using OPEN cv2 module )

Genuine-Imposter Histogram