22 citations · 35 across the 3 of their papers we have counts for
3 papers
Multi-layer Kernel Ridge Regression for One-class Classification
Chandan Gautam, Aruna Tiwari, Sundaram Suresh +1
In this paper, a multi-layer architecture (in a hierarchical fashion) by stacking various Kernel Ridge Regression (KRR) based Auto-Encoder for one-class classification is proposed…
Human experts vs. machines in taxa recognition
Johanna Ärje, Jenni Raitoharju, Alexandros Iosifidis +5
The step of expert taxa recognition currently slows down the response time of many bioassessments. Shifting to quicker and cheaper state-of-the-art machine learning approaches is s…
Probabilistic Saliency Estimation
Caglar Aytekin, Alexandros Iosifidis, Moncef Gabbouj
In this paper, we model the salient object detection problem under a probabilistic framework encoding the boundary connectivity saliency cue and smoothness constraints in an optimi…