All Outputs (3)

Transfer Learning Using Convolutional Neural Networks For Object Classification Within X-Ray Baggage Security Imagery (2016)
Presentation / Conference Contribution
Akcay, S., Kundegorski, M., Devereux, M., & Breckon, T. (2016, September). Transfer Learning Using Convolutional Neural Networks For Object Classification Within X-Ray Baggage Security Imagery. Presented at 2016 IEEE International Conference on Image Processing., Phoenix, AZ, USA

We consider the use of transfer learning, via the use of deep Convolutional Neural Networks (CNN) for the image classification problem posed within the context of X-ray baggage security screening. The use of a deep multi-layer CNN approach, tradition... Read More about Transfer Learning Using Convolutional Neural Networks For Object Classification Within X-Ray Baggage Security Imagery.

Two-Microphone Dereverberation for Automatic Speech Recognition of Polish (2015)
Journal Article
Kundegorski, M., Jackson, P. J., & Ziółko, B. (2015). Two-Microphone Dereverberation for Automatic Speech Recognition of Polish. Archives of Acoustics, 39(3), 411-420. https://doi.org/10.2478/aoa-2014-0045

Reverberation is a common problem for many speech technologies, such as automatic speech recognition (ASR) systems. This paper investigates the novel combination of precedence, binaural and statistical independence cues for enhancing reverberant spee... Read More about Two-Microphone Dereverberation for Automatic Speech Recognition of Polish.

A Photogrammetric Approach for Real-time 3D Localization and Tracking of Pedestrians in Monocular Infrared Imagery (2014)
Presentation / Conference Contribution
Kundegorski, M., & Breckon, T. (2014, October). A Photogrammetric Approach for Real-time 3D Localization and Tracking of Pedestrians in Monocular Infrared Imagery. Presented at Proc. SPIE Optics and Photonics for Counterterrorism, Crime Fighting and Defence

Target tracking within conventional video imagery poses a significant challenge that is increasingly being addressed via complex algorithmic solutions. The complexity of this problem can be fundamentally attributed to the ambiguity associated with ac... Read More about A Photogrammetric Approach for Real-time 3D Localization and Tracking of Pedestrians in Monocular Infrared Imagery.