Mandar Gogate

mandar gogate

Mandar Gogate

  

Date


11 results

Robust Visual Saliency Optimization Based on Bidirectional Markov Chains

Journal Article
Jiang, F., Kong, B., Li, J., Dashtipour, K., & Gogate, M. (in press)
Robust Visual Saliency Optimization Based on Bidirectional Markov Chains. Cognitive Computation, https://doi.org/10.1007/s12559-020-09724-6
Saliency detection aims to automatically highlight the most important area in an image. Traditional saliency detection methods based on absorbing Markov chain only take into a...

Contextual deep learning-based audio-visual switching for speech enhancement in real-world environments

Journal Article
Adeel, A., Gogate, M., & Hussain, A. (2020)
Contextual deep learning-based audio-visual switching for speech enhancement in real-world environments. Information Fusion, 59, 163-170. https://doi.org/10.1016/j.inffus.2019.08.008
Human speech processing is inherently multi-modal, where visual cues (e.g. lip movements) can help better understand speech in noise. Our recent work [1] has shown that lip-re...

Cognitively Inspired Feature Extraction and Speech Recognition for Automated Hearing Loss Testing

Journal Article
Nisar, S., Tariq, M., Adeel, A., Gogate, M., & Hussain, A. (2019)
Cognitively Inspired Feature Extraction and Speech Recognition for Automated Hearing Loss Testing. Cognitive Computation, 11(4), 489-502. https://doi.org/10.1007/s12559-018-9607-4
Hearing loss, a partial or total inability to hear, is one of the most commonly reported disabilities. A hearing test can be carried out by an audiologist to assess a patient’...

DNN driven speaker independent audio-visual mask estimation for speech separation

Conference Proceeding
Gogate, M., Adeel, A., Marxer, R., Barker, J., & Hussain, A. (2018)
DNN driven speaker independent audio-visual mask estimation for speech separation. https://doi.org/10.21437/Interspeech.2018-2516

Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection

Conference Proceeding
Ieracitano, C., Adeel, A., Gogate, M., Dashtipour, K., Morabito, F., Larijani, H., …Hussain, A. (2018)
Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection. https://doi.org/10.1007/978-3-030-00563-4_74
Attackers have developed ever more sophisticated and intelligent ways to hack information and communication technology (ICT) systems. The extent of damage an individual hacker...

Exploiting Deep Learning for Persian Sentiment Analysis

Conference Proceeding
Dashtipour, K., Gogate, M., Adeel, A., Ieracitano, C., Larijani, H., & Hussain, A. (2018)
Exploiting Deep Learning for Persian Sentiment Analysis. In Advances in Brain Inspired Cognitive Systems, (597-604). https://doi.org/10.1007/978-3-030-00563-4_58
The rise of social media is enabling people to freely express their opinions about products and services. The aim of sentiment analysis is to automatically determine subject’s...

A comparative study of Persian sentiment analysis based on different feature combinations

Conference Proceeding
Dashtipour, K., Gogate, M., Adeel, A., Hussain, A., Alqarafi, A., & Durrani, T. (2019)
A comparative study of Persian sentiment analysis based on different feature combinations. https://doi.org/10.1007/978-981-10-6571-2_279
In recent years, the use of internet and correspondingly the number of online reviews, comments and opinions have increased significantly. It is indeed very difficult for huma...

Toward's Arabic multi-modal sentiment analysis

Conference Proceeding
Alqarafi, A., Adeel, A., Gogate, M., Dashitpour, K., Hussain, A., & Durrani, T. (2019)
Toward's Arabic multi-modal sentiment analysis. https://doi.org/10.1007/978-981-10-6571-2_290
In everyday life, people use internet to express and share opinions, facts, and sentiments about products and services. In addition, social media applications such as Facebook...

Deep learning driven multimodal fusion for automated deception detection

Conference Proceeding
Gogate, M., Adeel, A., & Hussain, A. (2018)
Deep learning driven multimodal fusion for automated deception detection. https://doi.org/10.1109/SSCI.2017.8285382
Humans ability to detect lies is no more accurate than chance according to the American Psychological Association. The state-of-the-art deception detection methods, such as de...

A novel brain-inspired compression-based optimised multimodal fusion for emotion recognition

Conference Proceeding
Gogate, M., Adeel, A., & Hussain, A. (2018)
A novel brain-inspired compression-based optimised multimodal fusion for emotion recognition. https://doi.org/10.1109/SSCI.2017.8285377
The curse of dimensionality is a well-established phenomenon. However, the properties of high dimensional data are often poorly understood and overlooked during the process of...

Current Post Grad projects