H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 70 Citations 18,117 258 World Ranking 814 National Ranking 490

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Machine learning
  • Computer vision

His scientific interests lie mostly in Artificial intelligence, Natural language processing, Gesture, Sentiment analysis and Speech recognition. Louis-Philippe Morency combines subjects such as Machine learning, Computer vision and Pattern recognition with his study of Artificial intelligence. His Natural language processing research includes elements of Emotion recognition, Stress, Word and Automatic behavior.

His studies in Gesture integrate themes in fields like Information retrieval and Support vector machine. His work deals with themes such as Computational linguistics, Modality and Visualization, which intersect with Sentiment analysis. His biological study spans a wide range of topics, including Crossmodal, Crossmodal attention and Transformer.

His most cited work include:

  • OpenFace: An open source facial behavior analysis toolkit (668 citations)
  • Multimodal Machine Learning: A Survey and Taxonomy (627 citations)
  • Hidden Conditional Random Fields (445 citations)

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

Louis-Philippe Morency spends much of his time researching Artificial intelligence, Speech recognition, Gesture, Machine learning and Human–computer interaction. As a member of one scientific family, Louis-Philippe Morency mostly works in the field of Artificial intelligence, focusing on Pattern recognition and, on occasion, Facial recognition system. Louis-Philippe Morency has included themes like Context, Facial expression, Human communication and Head in his Gesture study.

Louis-Philippe Morency combines subjects such as Modality and Key with his study of Machine learning. His work on Virtual actor as part of his general Human–computer interaction study is frequently connected to Natural, thereby bridging the divide between different branches of science. His biological study deals with issues like Conditional random field, which deal with fields such as Hidden Markov model.

He most often published in these fields:

  • Artificial intelligence (47.00%)
  • Speech recognition (15.67%)
  • Gesture (14.10%)

What were the highlights of his more recent work (between 2017-2021)?

  • Artificial intelligence (47.00%)
  • Sentiment analysis (11.23%)
  • Machine learning (13.58%)

In recent papers he was focusing on the following fields of study:

Louis-Philippe Morency mainly focuses on Artificial intelligence, Sentiment analysis, Machine learning, Natural language processing and Cognitive psychology. His research in Artificial intelligence intersects with topics in Referring expression and Pattern recognition. His Sentiment analysis research incorporates elements of Question answering, Word, Facial expression and Gesture.

His Machine learning research includes elements of Key, Sequence learning, Embodied cognition and Benchmark. His work on Language analysis and Language model as part of general Natural language processing research is frequently linked to Structure, bridging the gap between disciplines. Louis-Philippe Morency interconnects Field, Speech recognition and Representation in the investigation of issues within Modality.

Between 2017 and 2021, his most popular works were:

  • Multimodal Machine Learning: A Survey and Taxonomy (627 citations)
  • OpenFace 2.0: Facial Behavior Analysis Toolkit (392 citations)
  • Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph (138 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Machine learning
  • Computer vision

His main research concerns Artificial intelligence, Machine learning, Sentiment analysis, Modality and Natural language. His research integrates issues of Pattern recognition and Natural language processing in his study of Artificial intelligence. The concepts of his Machine learning study are interwoven with issues in Data point, Key, Mechanism and Isolation.

His work carried out in the field of Sentiment analysis brings together such families of science as Cognitive psychology, Nonverbal communication, Regularization, Imperfect and Word. His Natural language research integrates issues from Context, Gesture and Human–computer interaction. His work in Context addresses issues such as Action, which are connected to fields such as SIMPLE, Affective computing, Pose and Landmark.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

Hidden Conditional Random Fields

A. Quattoni;S. Wang;L.-P. Morency;M. Collins.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2007)

1171 Citations

OpenFace: An open source facial behavior analysis toolkit

Tadas Baltrusaitis;Peter Robinson;Louis-Philippe Morency.
workshop on applications of computer vision (2016)

966 Citations

Multimodal Machine Learning: A Survey and Taxonomy

Tadas Baltrusaitis;Chaitanya Ahuja;Louis-Philippe Morency.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2019)

760 Citations

Hidden Conditional Random Fields for Gesture Recognition

Sy Bor Wang;A. Quattoni;L.-P. Morency;D. Demirdjian.
computer vision and pattern recognition (2006)

647 Citations

OpenFace 2.0: Facial Behavior Analysis Toolkit

Tadas Baltrusaitis;Amir Zadeh;Yao Chong Lim;Louis-Philippe Morency.
ieee international conference on automatic face gesture recognition (2018)

528 Citations

Latent-Dynamic Discriminative Models for Continuous Gesture Recognition

L.-P. Morency;A. Quattoni;T. Darrell.
computer vision and pattern recognition (2007)

499 Citations

Constrained Local Neural Fields for Robust Facial Landmark Detection in the Wild

Tadas Baltrusaitis;Peter Robinson;Louis-Philippe Morency.
international conference on computer vision (2013)

395 Citations

It's only a computer

Gale M. Lucas;Jonathan Gratch;Aisha King;Louis-Philippe Morency.
Computers in Human Behavior (2014)

386 Citations

SimSensei kiosk: a virtual human interviewer for healthcare decision support

David DeVault;Ron Artstein;Grace Benn;Teresa Dey.
adaptive agents and multi-agents systems (2014)

377 Citations

3D Constrained Local Model for rigid and non-rigid facial tracking

Tadas Baltrusaitis;Peter Robinson;Louis-Philippe Morency.
computer vision and pattern recognition (2012)

348 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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