Tyng-Luh Liu

4.2k citations

68 papers · 2.5k indexed · 1 hit paper · h-index 22

Computer Vision and Pattern Recognition top 0.5%
Artificial Intelligence top 2%
Media Technology top 1%
Signal Processing top 5%
Computational Mechanics top 5%

Co-authors: Hwann-Tzong Chen Shang‐Hong Lai Yen‐Yu Lin Chiou‐Shann Fuh Davi Geiger Horng-Horng Lin Jen‐Hui Chuang Ding-Jie Chen
Topics: Advanced Image and Video Retrieval Techniques (17 papers)Advanced Vision and Imaging (14 papers)Image Retrieval and Classification Techniques (12 papers)
Cited by: Computer Vision and Pattern Recognition Media Technology Sensory Systems
Journals: Bioinformatics IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Transactions on Image Processing
Partner nations: Taiwan United States Slovenia

In The Last Decade

Tyng-Luh Liu

65 papers receiving 2.4k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Local Discriminant Embedding and Its Variants

2005 447 citations Hwann-Tzong Chen, Tyng-Luh Liu et al. profile →

Peers

Countries citing papers authored by Tyng-Luh Liu

Since Specialization

Citations

This map shows the geographic impact of Tyng-Luh Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Tyng-Luh Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Tyng-Luh Liu more than expected).

Fields of papers citing papers by Tyng-Luh Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Tyng-Luh Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Tyng-Luh Liu. The network helps show where Tyng-Luh Liu may publish in the future.

Co-authorship network of co-authors of Tyng-Luh Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Tyng-Luh Liu. A scholar is included among the top collaborators of Tyng-Luh Liu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Tyng-Luh Liu. Tyng-Luh Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Automatic segmentation of white matter lesions on multi-parametric MRI: convolutional neural network versus vision transformer 2025 ·BMC Neurology ·(unknown),(unknown),Hsiu-Ling Chen,(unknown),Pei-Chin Chen,Chiun-Chieh Yu,(unknown),Tyng-Luh Liu,Wei-Che Lin	0
2	Artificial intelligence interpretation of touch print smear cytology of testicular specimen from patients with azoospermia 2024 ·Journal of Assisted Reproduction and Genetics ·(unknown),Chun‐Fu Yeh,(unknown),Wei‐Jen Chen,(unknown),Cheng-Han Tsai,(unknown),(unknown),(unknown),Weilin Wu,Tyng-Luh Liu,(unknown),(unknown),(unknown),William J. Huang	0
3	Early prediction of mortality at sepsis diagnosis time in critically ill patients by using interpretable machine learning 2023 ·Journal of Clinical Monitoring and Computing ·Yiwei Cheng,Po‐Chih Kuo,(unknown),(unknown),Tyng-Luh Liu,(unknown),Kuang‐Cheng Chan,Yu‐Chang Yeh	2
4	Aggregating Bilateral Attention for Few-Shot Instance Localization 2023 ·2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) ·He‐Yen Hsieh,Ding-Jie Chen,(unknown),Tyng-Luh Liu	5
5	Determining Carina and Clavicular Distance-Dependent Positioning of Endotracheal Tube in Critically Ill Patients: An Artificial Intelligence-Based Approach 2022 ·Biology ·Lung‐Wen Tsai,Kuo-Ching Yuan,Sen‐Kuang Hou,Weilin Wu,(unknown),Tyng-Luh Liu,(unknown),(unknown),(unknown),(unknown),Rajni Dubey,Chun‐Fu Yeh,Ray‐Jade Chen	1
6	Contextual Proposal Network for Action Localization 2022 ·2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) ·He‐Yen Hsieh,Ding-Jie Chen,Tyng-Luh Liu	9
7	ezGeno: an automatic model selection package for genomic data analysis 2021 ·Bioinformatics ·(unknown),(unknown),(unknown),(unknown),(unknown),Chia-Lin Yang,Tyng-Luh Liu,Chien‐Yu Chen	0
8	Adaptive and Generative Zero-Shot Learning 2021 ·International Conference on Learning Representations ·(unknown),Hsuan-Tien Lin,Tyng-Luh Liu	17
9	Query-Driven Multi-Instance Learning 2020 ·Proceedings of the AAAI Conference on Artificial Intelligence ·(unknown),(unknown),Ming‐Sui Lee,Tyng-Luh Liu	2
10	Recursive reduction net for large-scale high-dimensional data 2016 ·Tsung-Wei Ke,Tyng-Luh Liu	1
11	Pixel-wise Deep Learning for Contour Detection 2015 ·arXiv (Cornell University) ·Jyh-Jing Hwang,Tyng-Luh Liu	11
12	A Two-dimensional Direct Combined Model for Facial Hallucination. 2013 ·(unknown),(unknown),Tyng-Luh Liu	4
13	Fusing generic objectness and visual saliency for salient object detection 2011 ·(unknown),Tyng-Luh Liu,Hwann-Tzong Chen,Shang‐Hong Lai	262
14	Regularized Background Adaptation: A Novel Learning Rate Control Scheme for Gaussian Mixture Modeling 2010 ·IEEE Transactions on Image Processing ·Horng-Horng Lin,Jen‐Hui Chuang,Tyng-Luh Liu	90
15	Local Ensemble Kernel Learning for Object Category Recognition 2007 ·NTUR (臺灣機構典藏) ·Yen‐Yu Lin,Tyng-Luh Liu,Chiou‐Shann Fuh	72
16	Real-time tracking using trust-region methods 2004 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Tyng-Luh Liu,Hwann-Tzong Chen	79
17	A probabilistic SVM approach for background scene initialization 2003 ·Proceedings - International Conference on Image Processing ·Horng-Horng Lin,Tyng-Luh Liu,Jen‐Hui Chuang	41
18	Segmenting by seeking the symmetry axis 2002 ·Tyng-Luh Liu,Davi Geiger,Alan Yuille	21
19	A variational approach for digital watermarking 2002 ·Tyng-Luh Liu,Hwann-Tzong Chen	1
20	Approximate tree matching and shape similarity 1999 ·Tyng-Luh Liu,Davi Geiger	88

About Tyng-Luh Liu

Tyng-Luh Liu is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Signal Processing, having authored 68 papers that have together received 2.5k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (17 papers), Advanced Vision and Imaging (14 papers) and Image Retrieval and Classification Techniques (12 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.2k citations), Media Technology (384 citations) and Sensory Systems (159 citations). Tyng-Luh Liu has collaborated with scholars based in Taiwan, United States and Slovenia. Frequent co-authors include Hwann-Tzong Chen, Shang‐Hong Lai, Yen‐Yu Lin, Chiou‐Shann Fuh, Davi Geiger, Horng-Horng Lin, Jen‐Hui Chuang, Ding-Jie Chen, Min Sun and Hsien-Tzu Cheng. Their work appears in journals such as Bioinformatics, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Image Processing.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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