224 citations · 2.3k across the 117 of their papers we have counts for
10 papers · 1 filter
Class-Conditional Domain Adaptation on Semantic Segmentation
Yue Wang, Yuke Li, James H. Elder +2
Semantic segmentation is an important sub-task for many applications, but pixel-level ground truth labeling is costly and there is a tendency to overfit the training data, limiting…
ROI Pooled Correlation Filters for Visual Tracking
Yuxuan Sun, Chong Sun, Dong Wang +2
The ROI (region-of-interest) based pooling method performs pooling operations on the cropped ROI regions for various samples and has shown great success in the object detection met…
Deep Multiphase Level Set for Scene Parsing
Pingping Zhang, Wei Liu, Yinjie Lei +2
Recently, Fully Convolutional Network (FCN) seems to be the go-to architecture for image segmentation, including semantic scene parsing. However, it is difficult for a generic FCN…
GradNet: Gradient-Guided Network for Visual Object Tracking
Peixia Li, Boyu Chen, Wanli Ouyang +3
The fully-convolutional siamese network based on template matching has shown great potentials in visual tracking. During testing, the template is fixed with the initial target feat…
Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation
Yu Zeng, Yunzhi Zhuge, Huchuan Lu +1
Existing weakly supervised semantic segmentation (WSSS) methods usually utilize the results of pre-trained saliency detection (SD) models without explicitly modeling the connection…
'Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-term Tracking
Bin Yan, Haojie Zhao, Dong Wang +2
Compared with traditional short-term tracking, long-term tracking poses more challenges and is much closer to realistic applications. However, few works have been done and their pe…
Towards High-Resolution Salient Object Detection
Yi Zeng, Pingping Zhang, Jianming Zhang +2
Deep neural network based methods have made a significant breakthrough in salient object detection. However, they are typically limited to input images with low resolutions ($400\t…
Cascaded Context Pyramid for Full-Resolution 3D Semantic Scene Completion
Pingping Zhang, Wei Liu, Yinjie Lei +2
Semantic Scene Completion (SSC) aims to simultaneously predict the volumetric occupancy and semantic category of a 3D scene. It helps intelligent devices to understand and interact…
Multi-source weak supervision for saliency detection
Yu Zeng, Yunzhi Zhuge, Huchuan Lu +3
The high cost of pixel-level annotations makes it appealing to train saliency detection models with weak supervision. However, a single weak supervision source usually does not con…
Salient Object Detection with Lossless Feature Reflection and Weighted Structural Loss
Pingping Zhang, Wei Liu, Huchuan Lu +1
Salient object detection (SOD), which aims to identify and locate the most salient pixels or regions in images, has been attracting more and more interest due to its various real-w…