Table 1 Comparison of Chákṣu IMAGE with benchmark fundus image databases.
Database | # Cameras/FoV | Image resolution in pixels | # Images | Objective | Ground-truth labels |
|---|---|---|---|---|---|
ARIA14 | One/50 | 768 × 576 | 143 | Age-related macular degeneration assessment | OD, retina vessels, fovea center |
DRIONS-DB15 | One/− | 600 × 400 | 110 | OD segmentation | OD boundary |
One/30 | 2896 × 1944 | 101 | Glaucoma classification | OD and OC boundary, CDR values, glaucoma decision | |
One/50 | 4288 × 2848 | 516 | Diabetic retinopathy analysis | Hard and soft exudates, microaneurysms, hemorrhages, OD boundary | |
LES-AV16 | One/60 | 1622 × 1444 | 22 | Glaucoma classification Vessel analysis | Glaucoma decision, Retinal vessels |
One/45 | 2304 × 1536, 2240 × 1488, 1440 × 960 | 1200 | OD analysis | OD boundary, fovea center | |
One/45 | 640 × 480 | 99 | OD segmentation | OD boundary | |
ORIGA21 | −/− | — | 650 | Glaucoma classification | OD and OC boundary, glaucoma decision |
Two/45 | 2124 × 2056, 1634 × 1634 | 1200 | Glaucoma classification | OD and OC boundary, glaucoma decision, fovea center | |
RIGA23 | −/− | 2304 × 1536, 2240 × 1488, 1440 × 960, 2743 × 1936, 2376 × 1584 | 750 | OD analysis | OD and OC boundary |
RIM-ONE24 | One/45 | 2144 × 1424 | 169 | Glaucoma classification | OD boundary, glaucoma decision |
One/35 | 605 × 700 | 400 | OD localization | OD location | |
Chákṣu IMAGE (Ours) | Three/40 | 2448 × 3264, 2048 × 1536, 1920 × 1440 | 1345 | OD and OC segmentation Glaucoma classification | OD and OC boundary, glaucoma decision |
