Search Results - "Nezami, Omid Mohamad"

ShEMO: a large-scale validated database for Persian speech emotion detection by Nezami, Omid Mohamad, Lou, Paria Jamshid, Karami, Mansoureh

“…This paper introduces a large-scale, validated database for Persian called Sharif Emotional Speech Database (ShEMO). The database includes 3000 seminatural…”
Get full text

Image Captioning using Facial Expression and Attention by Mohamad Nezami, Omid, Dras, Mark, Wan, Stephen, Paris, Cecile

“…Benefiting from advances in machine vision and natural language processing techniques, current image captioning systems are able to generate detailed visual…”
Get full text

Pick-Object-Attack: Type-specific adversarial attack for object detection by Mohamad Nezami, Omid, Chaturvedi, Akshay, Dras, Mark, Garain, Utpal

“…Many recent studies have shown that deep neural models are vulnerable to adversarial samples: images with imperceptible perturbations, for example, can fool…”
Get full text

Pick-Object-Attack: Type-Specific Adversarial Attack for Object Detection by Nezami, Omid Mohamad, Chaturvedi, Akshay, Dras, Mark, Garain, Utpal

“…Many recent studies have shown that deep neural models are vulnerable to adversarial samples: images with imperceptible perturbations, for example, can fool…”
Get full text

Dynamic Swarm Dispersion in Particle Swarm Optimization for Mining Unsearched Area in Solution Space (DSDPSO) by Bahrampour, Anvar, Nezami, Omid Mohamad

“…Premature convergence in particle swarm optimization (PSO) algorithm usually leads to gaining local optimum and preventing from surveying those regions of…”
Get full text

Image Captioning using Facial Expression and Attention by Nezami, Omid Mohamad, Dras, Mark, Wan, Stephen, Paris, Cecile

“…Benefiting from advances in machine vision and natural language processing techniques, current image captioning systems are able to generate detailed visual…”
Get full text

ShEMO -- A Large-Scale Validated Database for Persian Speech Emotion Detection by Nezami, Omid Mohamad, Lou, Paria Jamshid, Karami, Mansoureh

“…This paper introduces a large-scale, validated database for Persian called Sharif Emotional Speech Database (ShEMO). The database includes 3000 semi-natural…”
Get full text

Senti-Attend: Image Captioning using Sentiment and Attention by Nezami, Omid Mohamad, Dras, Mark, Wan, Stephen, Paris, Cecile

“…There has been much recent work on image captioning models that describe the factual aspects of an image. Recently, some models have incorporated non-factual…”
Get full text

Face-Cap: Image Captioning using Facial Expression Analysis by Nezami, Omid Mohamad, Dras, Mark, Anderson, Peter, Hamey, Len

“…Image captioning is the process of generating a natural language description of an image. Most current image captioning models, however, do not take into…”
Get full text

Towards Generating Stylized Image Captions via Adversarial Training by Nezami, Omid Mohamad, Dras, Mark, Wan, Stephen, Paris, Cecile, Hamey, Len

“…While most image captioning aims to generate objective descriptions of images, the last few years have seen work on generating visually grounded image captions…”
Get full text

Automatic Recognition of Student Engagement using Deep Learning and Facial Expression by Nezami, Omid Mohamad, Dras, Mark, Hamey, Len, Richards, Deborah, Wan, Stephen, Paris, Cecile

“…Engagement is a key indicator of the quality of learning experience, and one that plays a major role in developing intelligent educational interfaces. Any such…”
Get full text