Image Retrieval Settings Aircraft-100 Dataset 100 Aircraft Models, 100 Samples in each Model ALL Images are manually oriented to right Why aircrafts? The Orientation of an aircraft is easy to judge 1/26/2021 ICCV 2015-Presentation
Image Retrieval: Settings • Aircraft-100 Dataset – 100 Aircraft Models, 100 Samples in each Model – ALL Images are Manually Oriented to Right • Why Aircrafts? – The Orientation of an Aircraft is Easy to Judge! 1/26/2021 ICCV 2015 - Presentation 11
Image Retrieval: Sample Images MAELE 1/26/2021 ICCV 2015-Presentation
Image Retrieval: Sample Images 1/26/2021 ICCV 2015 - Presentation 12
Image Retrieval Original Image QUERY RESULT #1:BAE125d=0.0#2:BAE-125d=0.22 Model: BAE-125 o△ Mean AP:0,4143 Mean dist. :0.83 #3:BAE-125=0.23#4:BAE-125=0.23 Mean tp dist∴0.34 Self-Ranking: #1 First Fp: #18 #5:BAE-125=0.24#6:BAE-125=0.25 1/26/2021 ICCV 2015-Presentation
Image Retrieval: Original Image 1/26/2021 ICCV 2015 - Presentation 13 QUERY Mean AP: 0.4143 Mean Dist.: 0.83 Mean TP Dist.: 0.34 Self-Ranking: #1 First FP: #18 #1: BAE-125 𝑑 = 0.00 #2: BAE-125 𝑑 = 0.22 #3: BAE-125 𝑑 = 0.23 #4: BAE-125 𝑑 = 0.23 #5: BAE-125 𝑑 = 0.24 #6: BAE-125 𝑑 = 0.25 Model: BAE-125 RESULT
Image retrieval reversed image QUERY RESULT m #1:707-320d=0.81#2:DC-3 d=0.83 Model: BAE-125 o△ Mean AP:0.0025 n #3: Cessna-560d=0.84#4:MD-80 d=0.84 Mean dist. 1.09 Mean tp dist∴1.06 Self-Ranking: #514 CORSAIR First tp:#388 #5:737-400d=0.84#6:747-100d=0.85 1/26/2021 ICCV 2015-Presentation
Image Retrieval: Reversed Image 1/26/2021 ICCV 2015 - Presentation 14 QUERY Model: BAE-125 Mean AP: 0.0025 Mean Dist.: 1.09 Mean TP Dist.: 1.06 Self-Ranking: #514 First TP: #388 RESULT #1: 707-320 𝑑 = 0.81 #2: DC-3 𝑑 = 0.83 #3: Cessna-560 𝑑 = 0.84 #4: MD-80 𝑑 = 0.84 #5: 737-400 𝑑 = 0.84 #6: 747-100 𝑑 = 0.85