The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs.
Tianyang HanQing LianRui PanRenjie PiJipeng ZhangShizhe DiaoYong LinTong ZhangPublished in: CoRR (2024)
Keyphrases
- input image
- three dimensional
- ground truth
- image analysis
- image data
- image classification
- image registration
- image understanding
- image retrieval
- low resolution images
- edge detection
- image features
- image database
- image matching
- gabor filters
- rigid body
- object recognition
- high resolution images
- image annotation
- segmentation algorithm
- segmentation method
- satellite images
- image collections
- original images
- lighting conditions
- super resolution
- spatial information
- low resolution
- natural images
- feature points
- markov random field
- small number
- color images
- multiresolution
- high quality
- similarity measure