A Unified Metric Learning-Based Framework for Co-Saliency Detection

• Published in: IEEE transactions on circuits and systems for video technology Vol. 28; no. 10; pp. 2473 - 2483
• Main Authors: Han, Junwei, Cheng, Gong, Li, Zhenpeng, Zhang, Dingwen
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.10.2018; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Co-saliency detection; Detectors; Feature extraction; feature learning; Learning; Learning systems; Measurement; metric learning; Object recognition; Regularization; Representations; Salience; State of the art; Support vector machines; Training

Co-saliency detection, which focuses on extracting commonly salient objects in a group of relevant images, has been attracting research interest because of its broad applications. In practice, the relevant images in a group may have a wide range of variations, and the salient objects may also have l...