Concepedia

Nian Liu

NL

61

Publications

6.7K

Citations

34

H-Index

2003

Active since

Affiliations

Northwestern Polytechnical University(Current)

Mohamed bin Zayed University of Artificial Intelligence

Inception Institute of Artificial Intelligence

Australian National University

University of Georgia

Nian Liu is an author at Northwestern Polytechnical University specializing in engineering, computer vision, and machine vision.

Top concepts

EngineeringDeep LearningComputer VisionImage AnalysisMachine LearningMachine VisionPattern RecognitionObject DetectionScene UnderstandingComputer Science

Publications per year

2003–2025

61

Publications

61

PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection

Nian Liu, Junwei Han, Ming–Hsuan Yang · 2018 · 894 citations

Convolutional Neural Network, Local Picanets, Machine Vision +15

DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection

Nian Liu, Junwei Han · 2016 · 870 citations

Global Contrast, Convolutional Neural Network, Machine Vision +13

Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey

Junwei Han, Dingwen Zhang, Gong Cheng et al. · IEEE Signal Processing Magazine · 2018 · 624 citations

Category-specific Object Detection, Advanced Deep-learning Techniques, Image Classification +13

CNNs-Based RGB-D Saliency Detection via Cross-View Transfer and Multiview Fusion

Junwei Han, Hao Chen, Nian Liu et al. · IEEE Transactions on Cybernetics · 2017 · 436 citations · Full text

Convolutional Neural Network, Scene Analysis, Engineering +17

Salient Object Detection via Integrity Learning

Mingchen Zhuge, Deng-Ping Fan, Nian Liu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 355 citations

Engineering, Machine Learning, Integrity Channel Enhancement +16

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