Extending CLIP's Image-Text Alignment to Referring Image Segmentation.
Seoyeon KimMinguk KangDongwon KimJaesik ParkSuha KwakPublished in: NAACL-HLT (2024)
Keyphrases
- image segmentation
- multiscale
- image analysis
- segmentation method
- segmentation algorithm
- image content
- image data
- input image
- image segmentation algorithm
- berkeley segmentation dataset
- single image
- image alignment
- unsupervised image segmentation
- image retrieval
- energy functional
- level set method
- information retrieval
- edge detection
- region segmentation
- image classification
- markov random field
- image features
- image processing
- greyscale images
- deformable models
- segmenting images
- image collections
- image representation
- computer vision
- test images
- high resolution
- criterion function
- fuzzy connectedness
- contour detection
- level set
- active contours
- pixel level
- energy function
- object segmentation
- region growing
- medical imaging
- web images
- textual descriptions
- gray level
- image decomposition
- low level
- shape prior
- keywords