53 citations · 187 across the 6 of their papers we have counts for
7 papers
Personal Fixations-Based Object Segmentation with Object Localization and Boundary Preservation
Gongyang Li, Zhi Liu, Ran Shi +5
As a natural way for human-computer interaction, fixation provides a promising solution for interactive image segmentation. In this paper, we focus on Personal Fixations-based Obje…
Cross-Modal Weighting Network for RGB-D Salient Object Detection
Gongyang Li, Zhi Liu, Linwei Ye +2
Depth maps contain geometric clues for assisting Salient Object Detection (SOD). In this paper, we propose a novel Cross-Modal Weighting (CMW) strategy to encourage comprehensive i…
Dual Convolutional LSTM Network for Referring Image Segmentation
Linwei Ye, Zhi Liu, Yang Wang
We consider referring image segmentation. It is a problem at the intersection of computer vision and natural language understanding. Given an input image and a referring expression…
Deep Saliency Models : The Quest For The Loss Function
Alexandre Bruckert, Hamed R. Tavakoli, Zhi Liu +2
Recent advances in deep learning have pushed the performances of visual saliency models way further than it has ever been. Numerous models in the literature present new ways to des…
Cross-Modal Self-Attention Network for Referring Image Segmentation
Linwei Ye, Mrigank Rochan, Zhi Liu +1
We consider the problem of referring image segmentation. Given an input image and a natural language expression, the goal is to segment the object referred by the language expressi…
Face Parsing via a Fully-Convolutional Continuous CRF Neural Network
Lei Zhou, Zhi Liu, Xiangjian He
In this work, we address the face parsing task with a Fully-Convolutional continuous CRF Neural Network (FC-CNN) architecture. In contrast to previous face parsing methods that app…