blob loss: instance imbalance aware loss functions for semantic segmentation.
Florian KoflerSuprosanna ShitIvan EzhovLucas FidonIzabela HorvathRami Al-MaskariHongwei LiHarsharan BhatiaTimo LoehrMarie PiraudAli ErtürkJan KirschkeJan PeekenTom VercauterenClaus ZimmerBenedikt WiestlerBjoern H. MenzePublished in: CoRR (2022)
Keyphrases
- loss function
- semantic segmentation
- hinge loss
- convex loss functions
- conditional random fields
- superpixels
- scene classification
- pairwise
- weakly supervised
- support vector
- risk minimization
- object categories
- pixel level
- object classes
- object class
- image set
- scale space
- mean shift
- image representation
- higher order
- input image
- multi class
- image processing