Object Counting and Instance Segmentation with Image-level Supervision.
Hisham CholakkalGuolei SunFahad Shahbaz KhanLing ShaoPublished in: CoRR (2019)
Keyphrases
- pixel level
- image regions
- segmentation method
- image segmentation
- image segments
- segmentation algorithm
- multiple objects
- bounding box
- grey level
- multiscale
- image analysis
- input image
- image data
- foreground and background
- segmented images
- homogeneous regions
- intensity images
- test images
- object segmentation
- edge detection
- adaptive thresholding
- image pixels
- lighting conditions
- region of interest
- image content
- region growing
- geometric shapes
- segmentation accuracy
- target object
- image retrieval
- region segmentation
- gray level images
- high resolution
- appearance cues
- feature points
- object shape
- image features
- color features
- pixel wise
- partial occlusion
- object region
- energy function
- single image
- relative depth
- segmentation errors
- man made objects
- region level
- background pixels
- final segmentation
- global shape
- energy functional
- spatial relations
- keypoints
- object contours
- gray value
- object models
- superpixels
- spatial relationships
- object shapes
- graph cuts
- image sequences