The Limits of Perception: Analyzing Inconsistencies in Saliency Maps in XAI.
Anna StubbinThompson ChyrikovJim ZhaoChristina ChajoPublished in: CoRR (2024)
Keyphrases
- saliency map
- visual attention
- input image
- human visual system
- visual saliency detection
- salient object detection
- visual saliency
- saliency detection
- natural scenes
- visual features
- natural images
- receptive fields
- human perception
- salient region detection
- low level features
- salient regions
- knowledge base
- video frames
- eye movements
- saliency estimation
- object recognition
- eye fixations
- eye tracking
- tensor voting
- image quality
- salient objects
- higher order
- domain knowledge
- high level