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Facial expression recognition: feature based approaches to deep learning techniques
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)
Facial expression recognition (FER) is a problem of pattern recognition that invites the attention of computer vision researchers for the last three decades. However, the problem is still alive due to challenges such as - ...
Compressive sampling architecture for wideband communication
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)
This dissertation proposes a novel Compressive Sampling (CS) scheme for Sub-Nyquist Spectrum Sensing (SNSS) of spectrally sparse wideband signals. A novelty of our proposed SNSS scheme resides in the analog front-end. We ...
3D shape deformations : a lie group based approach
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)
3D shapes are ubiquitous in many fundamental tasks of computer graphics and geometry processing. For many applications, new shapes have to be generated from the existing ones, for which it it imperative to understand and ...
Applications of deep-learning at digital communication receiver
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)
Modulation and demodulation are fundamental modules for communication systems. The modulation techniques — Offset QPSK (OQPSK), p/2 BPSK, p/4 QPSK and GMSK — are frequently applied in the power-constrained wireless ...
Remaining useful life prediction and bug triaging using machine learning techniques
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)
In the field of engineering, it’s become important to understand machines and components of it, not only in terms of how they are performing currently but also how their performance degrades over time. Breakdown of a machine ...
DOOH automation
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)
As time proceeds the way of advertisement also changes. In the early days Indians used handmade posters on fabrics, Egyptians used papyrus to make sales messages and wall posters. By the invention of the printing press, ...
Image aesthetic assessment using deep learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)
Image aesthetic assessment is defined as to classify the image in aesthetically good images and aesthetically bad images. In era of digital media, video and images has impact more in human life. Image aesthetic assessment ...
Clickbait detection using deep learning Techniques
(2020)
With the growing shift towards news consumption primarily through social media sites like Twitter, Facebook etc., most of the news agencies are prompting their stories on social media platform. These news agencies are ...
Mobile messaging and analytics web application with third party API integration
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)
Mobile messaging is one of the best application to reach out the customers. If companies like banking sector, health sector aspire to instruct their customers who are having limited insight on technology or current affairs, ...
Fraud detection in teen patti
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)
Octro Inc is one of the fastest-growing mobile gaming companies around. It aims to develop productive applications for mobile devices. The company is engaged in creating mobile gaming platforms. Some of their recent gaming ...