blob loss: Instance Imbalance Aware Loss Functions for Semantic Segmentation.
Florian KoflerSuprosanna ShitIvan EzhovLucas FidonIzabela HorvathRami Al-MaskariHongwei Bran LiHarsharan BhatiaTimo LoehrMarie PiraudAli ErtürkJan KirschkeJan C. PeekenTom VercauterenClaus ZimmerBenedikt WiestlerBjoern H. MenzePublished in: IPMI (2023)
Keyphrases
- loss function
- semantic segmentation
- hinge loss
- convex loss functions
- conditional random fields
- superpixels
- pairwise
- weakly supervised
- scene classification
- risk minimization
- support vector
- pixel level
- scale space
- object categories
- object classes
- object class
- image set
- learning algorithm
- generative model
- information extraction
- object recognition
- multiscale
- computer vision