C
Chunhong Pan
Researcher at Chinese Academy of Sciences
Publications - 204
Citations - 6368
Chunhong Pan is an academic researcher from Chinese Academy of Sciences. The author has contributed to research in topics: Computer science & Image segmentation. The author has an hindex of 31, co-authored 177 publications receiving 4699 citations.
Papers
More filters
Proceedings ArticleDOI
Efficient Image Dehazing with Boundary Constraint and Contextual Regularization
TL;DR: An efficient regularization method to remove hazes from a single input image and can restore a high-quality haze-free image with faithful colors and fine image details is proposed.
Journal ArticleDOI
Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks
TL;DR: Comparative experimental results indicate that the proposed HDNN significantly outperforms the traditional DNN on vehicle detection, by dividing the maps of the last convolutional layer and the max-pooling layer of DNN into multiple blocks of variable receptive field sizes or max- pooling field sizes to enable the HDNN to extract variable-scale features.
Journal ArticleDOI
Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval
TL;DR: The results show that the proposed algorithm is more robust and achieves the best performance, which outperforms the second best algorithm by about 5% on both the Pascal VOC2007 and NUS-WIDE databases.
Journal ArticleDOI
Semantic labeling in very high resolution images via a self-cascaded convolutional neural network
TL;DR: A novel deep model with convolutional neural networks (CNNs), i.e., an end-to-end self-cascaded network (ScasNet), for confusing manmade objects and fine-structured objects, ScasNet improves the labeling coherence with sequential global- to-local contexts aggregation.
Journal ArticleDOI
Spectral Unmixing via Data-Guided Sparsity
TL;DR: This paper proposes a novel sparsity-based method by learning a data-guided map (DgMap) to describe the individual mixed level of each pixel and applies the ℓp (0 <; p <; 1) constraint in an adaptive manner.