Roberto Togneri

4.9k citations

176 papers · 3.2k indexed · 1 hit paper · h-index 25

Impact in

Signal Processing top 0.5%
- Speech and Audio Processing
- Music and Audio Processing
- Blind Source Separation Techniques
Computer Vision and Pattern Recognition top 0.5%
- Face and Expression Recognition
- Face recognition and analysis
- Video Surveillance and Tracking Methods

Papers in

Signal Processing 107
- Speech and Audio Processing 97
- Music and Audio Processing 51
- Blind Source Separation Techniques 32
Computer Vision and Pattern Recognition 45
- Face and Expression Recognition 8
- Video Surveillance and Tracking Methods 7

Co-authors: Mohammed Bennamoun Imran Naseem Ferdous Sohel Sven Nordholm Salman Khan Xianjun Xia Defeng Huang A.H. Davis
Journals: Speech Communication (4 papers)Pattern Recognition Letters (4 papers)IEEE Transactions on Multimedia (3 papers)IEEE Transactions on Audio Speech and Language Processing (3 papers)Pattern Recognition (3 papers)
Partner nations: Australia Pakistan United States

In The Last Decade

Roberto Togneri

164 papers receiving 3.1k citations

Hit Papers

align trajectories log scale

Linear Regression for Face Recognition 2010 · 761 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2010 IEEE Transactions on Pattern Analysis and Machine Intelligence

Peers

Countries citing papers authored by Roberto Togneri

Since Specialization

Citations

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

Fields of papers citing papers by Roberto Togneri

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Roberto Togneri, 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 Roberto Togneri Line = papers co-authored together Roberto Togneri links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Acoustic characterization and machine prediction of perceived masculinity and femininity in adults Speech Communication ·Natalisa Alpha Putri, Roberto Togneri, Murray T. Maybery, Diana Weiting Tan	2023	0
2	Innovation Starts With Education [From the Guest Editors] IEEE Signal Processing Magazine ·Mónica F. Bugallo, A.G. Constantinides, Danilo P. Mandic, Alan V. Oppenheim, Roberto Togneri	2021	1
3	HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features arXiv (Cornell University) ·Menekşe OKŞAR, Roberto Togneri, Wei Liu, Mohammed Bennamoun	2021	19
4	Retrieval of Cloud Liquid Water Using Microwave Signals from LEO Satellites: A Feasibility Study through Simulations Atmosphere ·Mycal Casey, Defeng Huang, Wenxiao Wang, Andreas F. Prein, Roberto Togneri	2020	5
5	GANgster: A Fraud Review Detector based on Regulated GAN with Data Augmentation. arXiv (Cornell University) ·Menekşe OKŞAR, Roberto Togneri, Wei Liu, Mohammed Bennamoun	2020	3
6	Frequency interval model reduction of complex fir digital filters Numerical Algebra Control and Optimization ·Urfy Damayanti, А. В. Тюрин, Victor Sreeram, Deepak Kumar, Roberto Togneri, Найденов Р. А.	2019	3
7	A computer-aided detection of the architectural distortion in digital mammograms using the fractal dimension measurements of BEMD Computerized Medical Imaging and Graphics ·Daniela Gómez‐Soto, Roberto Togneri	2018	12
8	Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem UWA Profiles and Research Repository (University of Western Australia) ·宋晓凤, Roberto Togneri, Wei Liu, Mohammed Bennamoun	2016	2
9	Empirical mode decomposition of digital mammograms for the statistical based characterization of architectural distortion PubMed ·Daniela Gómez‐Soto, Roberto Togneri	2015	8
10	A Discriminative Representation of Convolutional Features for Indoor Scene Recognition arXiv (Cornell University) ·Salman Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel	2015	82
11	Visual saliency and potential field data enhancements: Where is your attention drawn? Interpretation ·Clareece Godt, Eun‐Jung Holden, Roberto Togneri, Mike Dentith, Mark Lindsay	2014	5
12	Identifying effective interpretation methods for magnetic data by profiling and analyzing human data interactions Interpretation ·Clareece Godt, Eun‐Jung Holden, Roberto Togneri, Mike Dentith	2013	6
13	Studying the Impact of Feature Saliency for Geoscientific Target Detection Using Electroencephalography (EEG) eSpace (Curtin University) ·Clareece Godt, Eun‐Jung Holden, Roberto Togneri, Tele Tan, 侯屈平, Peter Kovesi	2012	1
14	An Auditory Motivated Asymmetric Compression Technique for Speech Recognition IEEE Transactions on Audio Speech and Language Processing ·Marjolein Lahaye, Roberto Togneri, Anthony Zaknich	2011	2
15	Linear Regression for Face Recognition IEEE Transactions on Pattern Analysis and Machine Intelligence ·Imran Naseem, Roberto Togneri, Mohammed Bennamoun Hit paper breakdown →	2010	761
16	A Constraint-Based Evolutionary Learning Approach to the Expectation Maximization for Optimal Estimation of the Hidden Markov Model for Speech Signal Modeling IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ·Shamsul Huda, John Yearwood, Roberto Togneri	2008	13
17	Perceptual features for automatic speech recognition in noisy environments Speech Communication ·Marjolein Lahaye, Roberto Togneri, Anthony Zaknich	2008	20
18	Investigation of Robust Features for Speech Recognition in Hostile Environments UWA Profiles and Research Repository (University of Western Australia) ·Ahmed Abdul Razzaq, Roberto Togneri, Sven Nordholm	2005	8
19	Using Gaussian mixture modeling in speech recognition Walleska Umbelina Abadia Rabelo de Castro, M. Alder, Roberto Togneri	2002	12
20	Parallel implementation of the Kohonen algorithm on transputer Roberto Togneri, Y. Attikiouzel	1991	7

About Roberto Togneri

Roberto Togneri is a scholar working on Signal Processing, Computer Vision and Pattern Recognition, Artificial Intelligence, Computational Mechanics and Statistical and Nonlinear Physics, having authored 176 papers that have together received 3.2k indexed citations. Recurring topics across this work include Speech and Audio Processing (97 papers), Music and Audio Processing (51 papers), Speech Recognition and Synthesis (46 papers), Blind Source Separation Techniques (32 papers), Advanced Adaptive Filtering Techniques (26 papers), Model Reduction and Neural Networks (10 papers), Face and Expression Recognition (8 papers) and Video Surveillance and Tracking Methods (7 papers). The work is most often cited by research in Signal Processing (1.3k citations), Computer Vision and Pattern Recognition (1.5k citations), Media Technology (322 citations), Artificial Intelligence (1.1k citations) and Computational Mechanics (536 citations). Roberto Togneri has collaborated with scholars based in Australia, Pakistan and United States. Frequent co-authors include Mohammed Bennamoun, Imran Naseem, Ferdous Sohel, Sven Nordholm, Salman Khan, Xianjun Xia, Defeng Huang, A.H. Davis, Victor Sreeram and Yuanjun Zhao. Their work appears in journals such as Speech Communication, Pattern Recognition Letters, IEEE Transactions on Multimedia, IEEE Transactions on Audio Speech and Language Processing and Pattern Recognition.

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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