15 citations
4 papers
Exploiting SIFT Descriptor for Rotation Invariant Convolutional Neural Network
Abhay Kumar, Nishant Jain, Chirag Singh +1
This paper presents a novel approach to exploit the distinctive invariant features in convolutional neural network. The proposed CNN model uses Scale Invariant Feature Transform (S…
Why my photos look sideways or upside down? Detecting Canonical Orientation of Images using Convolutional Neural Networks
Kunal Swami, Pranav P. Deshpande, Gaurav Khandelwal +1
Image orientation detection requires high-level scene understanding. Humans use object recognition and contextual scene information to correctly orient images. In literature, the p…
Assisting humans to achieve optimal sleep by changing ambient temperature
Vivek Gupta, Siddhant Mittal, Sandip Bhaumik +1
Environment plays a vital role in the sleep mechanism of a human. It has been shown from many studies that sleeping and waking environment, waking time and hours of sleep is of ver…
Audio Visual Speech Recognition using Deep Recurrent Neural Networks
Abhinav Thanda, Shankar M Venkatesan
In this work, we propose a training algorithm for an audio-visual automatic speech recognition (AV-ASR) system using deep recurrent neural network (RNN).First, we train a deep RNN…