RoCOCO: Robust Benchmark MS-COCO to Stress-test Robustness of Image-Text Matching Models.
Seulki ParkDaeho UmHajung YoonSanghyuk ChunSangdoo YunJin Young ChoiPublished in: CoRR (2023)
Keyphrases
- template matching
- image matching
- image noise
- input image
- image data
- scale and rotation invariant
- keypoints
- image transformations
- feature descriptors
- feature points
- random fields
- image content
- feature matching
- geometric transformations
- matching process
- matching scheme
- feature point matching
- image features
- geometric distortions
- image analysis
- partial occlusion
- geometric attacks
- single image
- image set
- salt pepper
- scene matching
- fingerprint images
- lighting conditions
- digital image watermarking
- bayesian framework
- image classification
- image collections
- test images
- scale invariant feature transform
- scale invariant features
- edge detection
- high resolution
- high robustness
- multiscale
- image segmentation
- digital image watermarking scheme
- information retrieval
- matching score
- shape descriptors
- matching algorithm
- image representation
- d objects
- probabilistic model