A. Garg

1.6k citations

16 papers · 1.0k indexed · 1 hit paper · h-index 11

Impact in

Signal Processing top 1%
- Speech and Audio Processing
- Music and Audio Processing
Computer Vision and Pattern Recognition top 2%
- Face recognition and analysis
- Human Pose and Action Recognition
- Face and Expression Recognition

Papers in

Signal Processing 8
- Speech and Audio Processing 6
- Music and Audio Processing 5
- Blind Source Separation Techniques 4
- Time Series Analysis and Forecasting 2
Computer Vision and Pattern Recognition 8
- Face and Expression Recognition 4
- Human Pose and Action Recognition 3

Co-authors: C. Neti Andrew Senior Guillaume Gravier Nuria Oliver Eric Horvitz Thomas S. Huang Vladimir Pavlović Ira L. Cohen
Journals: Proceedings of the IEEE (2 papers)IEE Proceedings - Vision Image and Signal Processing (1 paper)Institutional Research Information System (Università degli Studi di Trento) (1 paper)2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). (1 paper)
Partner nations: United States Czechia France

In The Last Decade

A. Garg

16 papers receiving 906 citations

Hit Papers

align trajectories log scale

Recent advances in the automatic recognition of audiovisual speech 2003 · 468 citations

Peers

Countries citing papers authored by A. Garg

Since Specialization

Citations

This map shows the geographic impact of A. Garg'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 A. Garg with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites A. Garg more than expected).

Fields of papers citing papers by A. Garg

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by A. Garg. 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 A. Garg. The network helps show where A. Garg may publish in the future.

Co-authorship network

The 18 scholars most cited alongside A. Garg, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with A. Garg Line = papers co-authored together A. Garg links everyone, so they are left out of the graph.

All Works

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16 of 16 papers shown

#	Work
1	Nonlinear variants of biased discriminants for interactive image retrieval IEE Proceedings - Vision Image and Signal Processing ·Xiang Sean Zhou, A. Garg, Thomas S. Huang	2005	3
2	Asynchronous HMM with applications to speech recognition A. Garg, S. Balakrishnan, Shivakumar Vaithyanathan	2004	2
3	Bayesian networks as ensemble of classifiers A. Garg, Vladimir Pavlović, Thomas S. Huang	2003	23
4	Emotion recognition using a Cauchy Naive Bayes classifier Nicu Sebe, Michael S. Lew, Ira L. Cohen, A. Garg, Thomas S. Huang	2003	85
5	Frame-dependent multi-stream reliability indicators for audio-visual speech recognition 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). ·A. Garg, Gerasimos Potamianos, C. Neti, T.S. Huang	2003	27
6	Boosted learning in dynamic bayesian networks for multimodal speaker detection Proceedings of the IEEE ·A. Garg, Vladimir Pavlović, James M. Rehg	2003	31
7	Recent advances in the automatic recognition of audiovisual speech Proceedings of the IEEE ·吴国钱, C. Neti, Guillaume Gravier, A. Garg, Andrew Senior Hit paper breakdown →	2003	468
8	Facial expression recognition from video sequences Institutional Research Information System (Università degli Studi di Trento) ·Ira L. Cohen, Nicu Sebe, A. Garg, Michael S. Lew, Asano Masami	2003	58
9	Frame-dependent multi-stream reliability indicators for audio-visual speech recognition A. Garg, Gerasimos Potamianos, C. Neti, Thomas S. Huang	2003	4
10	Layered representations for human activity recognition Nuria Oliver, Eric Horvitz, A. Garg	2003	210
11	Adaptive learning algorithm for SVM applied to feature tracking A. Garg, Ira L. Cohen, Tsung-Hui Huang	2003	4
12	Multimodal speaker detection using error feedback dynamic Bayesian networks Vladimir Pavlović, A. Garg, James M. Rehg, T.S. Huang	2002	36
13	Vision-based overhead view person recognition Ira L. Cohen, A. Garg, Thomas S. Huang	2002	15
14	Audio-visual speaker detection using dynamic Bayesian networks A. Garg, Vladimir Pavlović, James M. Rehg	2002	26
15	Audio-visual event detection using duration dependent input output Markov models Milind Naphade, A. Garg, Thomas S. Huang	2002	3
16	Duration dependent input output markov models for audio-visual event detection Milind Naphade, A. Garg, Thomas S. Huang	2001	12

About A. Garg

A. Garg is a scholar working on Signal Processing, Computer Vision and Pattern Recognition, Artificial Intelligence, Human-Computer Interaction and Control and Systems Engineering, having authored 16 papers that have together received 1.0k indexed citations. Recurring topics across this work include Speech and Audio Processing (6 papers), Music and Audio Processing (5 papers), Face and Expression Recognition (4 papers), Blind Source Separation Techniques (4 papers), Neural Networks and Applications (3 papers), Human Pose and Action Recognition (3 papers), Anomaly Detection Techniques and Applications (3 papers) and Time Series Analysis and Forecasting (2 papers). The work is most often cited by research in Signal Processing (534 citations), Computer Vision and Pattern Recognition (504 citations), Human-Computer Interaction (68 citations), Experimental and Cognitive Psychology (147 citations) and Artificial Intelligence (359 citations). A. Garg has collaborated with scholars based in United States, Czechia and France. Frequent co-authors include C. Neti, Andrew Senior, Guillaume Gravier, Nuria Oliver, Eric Horvitz, Thomas S. Huang, Vladimir Pavlović, Ira L. Cohen, Michael S. Lew and Nicu Sebe. Their work appears in journals such as Proceedings of the IEEE, IEE Proceedings - Vision Image and Signal Processing, Institutional Research Information System (Università degli Studi di Trento) and 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

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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