Predicting Search Targets -Week 2 Manisha Gupta PHD Student: Stephanie Klages Mentor: Dr. Ali Borji

Week in review Monday Tuesday Wednesday Thursday & Friday Figure out why the fixations will not plot Run the program for each of the datasets Tuesday Continue running the program and generate fixation plots for all datasets Meeting with Dr. Borji about next steps Wednesday Presentation for a visitor Finish running the program Thursday & Friday Get started on analyzing results

Results – amazon User1 Search Target Fixations *Similar results exist for all 6 participants for Amazon and O’Reilley book covers and mugshots

Analyzing results - 1

Analyzing results - 2

Analyzing results - 3

Where each of the five targets show up in collage 1 Analyzing Results - 4 2 3 1 5 4 Where each of the five targets show up in collage 1

Where Target 1 shows up in each of the 20 collages Analyzing Results - 5 18 7 17 2 3 6 10 19 13 1 15 8 5 12 9 14 20 4 16 11 Where Target 1 shows up in each of the 20 collages

Next Week goals Extracting RGB patches around each fixation for the book covers Generate a histogram of local binary patterns for the mugshots Communicating with Dr. Hosna Sattar from the Max-Planck Institute about how to generate better results from training the binary SVM