SAF- BAGE: Salient Approach for Facial Soft-Biometric Classification - Age, Gender, and Facial Expression

no code implementations • 13 Mar 2018 • Ayesha Gurnani, Kenil Shah, Vandit Gajjar, Viraj Mavani, Yash Khandhediya

This paper explores the use of saliency which is equivalent to the human visual system to classify Age, Gender and Facial Expression soft-biometric for facial images.

Age And Gender Classification Classification +2

ViS-HuD: Using Visual Saliency to Improve Human Detection with Convolutional Neural Networks

no code implementations • 21 Feb 2018 • Vandit Gajjar, Yash Khandhediya, Ayesha Gurnani, Viraj Mavani, Mehul S. Raval

A visual saliency map is generated using ML-Net and human detection is carried out using DetectNet.

Human Detection Image Classification +1

Human Detection for Night Surveillance using Adaptive Background Subtracted Image

no code implementations • 27 Sep 2017 • Yash Khandhediya, Karishma Sav, Vandit Gajjar

The proposed method for human detection involves processing of Thermal images by using HOG (Histogram of Oriented Gradients) feature extraction technique along with some enhancements.

Human Detection

Human Detection and Tracking for Video Surveillance A Cognitive Science Approach

no code implementations • 3 Sep 2017 • Vandit Gajjar, Ayesha Gurnani, Yash Khandhediya

With crimes on the rise all around the world, video surveillance is becoming more important day by day.

General Classification Human Detection +1

Flower Categorization using Deep Convolutional Neural Networks

no code implementations • 12 Aug 2017 • Ayesha Gurnani, Viraj Mavani, Vandit Gajjar, Yash Khandhediya

We have compared the performance of two different Convolutional Neural Network architectures GoogLeNet and AlexNet for classification purpose.

Classification General Classification +2