D-Index & Metrics Best Publications

Siwei Lyu

University at Buffalo, State University of New York
United States

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name Citations Publications World Ranking National Ranking

Computer Science D-index 47 Citations 12,521 188 World Ranking 4152 National Ranking 2108

Overview

What is he best known for?

The fields of study Siwei Lyu is best known for:

Statistics
Machine learning
Computer vision

His work in Missing data addresses issues such as Machine learning, which are connected to fields such as Multi-label classification and Support vector machine. Artificial intelligence and Information retrieval are two areas of study in which he engages in interdisciplinary work. He combines Information retrieval and Artificial intelligence in his research. As part of his studies on Pattern recognition (psychology), he often connects relevant areas like Object detection. His research links Pattern recognition (psychology) with Object detection. He merges many fields, such as Computer vision and Computer graphics (images), in his writings. Borrowing concepts from Computer vision, he weaves in ideas under Computer graphics (images). He regularly links together related areas like Image retrieval in his Image (mathematics) studies. In his papers, Siwei Lyu integrates diverse fields, such as Image retrieval and Automatic image annotation.

His most cited work include:

The Visual Object Tracking VOT2016 Challenge Results (365 citations)
Region Duplication Detection Using Image Feature Matching (334 citations)
Detecting Hidden Messages Using Higher-Order Statistics and Support Vector Machines (302 citations)

What are the main themes of his work throughout his whole career to date

Siwei Lyu performs multidisciplinary studies into Artificial intelligence and Data mining in his work. The study of Computer vision is intertwined with the study of Image (mathematics) in a number of ways. His Image (mathematics) study often links to related topics such as Computer vision. Siwei Lyu performs integrative Social science and Face (sociological concept) research in his work. He integrates Face (sociological concept) with Social science in his research. He applies his multidisciplinary studies on Algorithm and Artificial intelligence in his research. Many of his studies on Object (grammar) apply to Video tracking as well. Siwei Lyu regularly ties together related areas like Object (grammar) in his Video tracking studies. His Pedagogy study frequently links to other fields, such as Tracking (education).

Siwei Lyu most often published in these fields:

Artificial intelligence (93.44%)
Pattern recognition (psychology) (63.93%)
Computer vision (50.82%)

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