43 citations · 48 across the 3 of their papers we have counts for
3 papers
Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition
Juan D. S. Ortega, Mohammed Senoussaoui, Eric Granger +3
This paper presents a novel deep neural network (DNN) for multimodal fusion of audio, video and text modalities for emotion recognition. The proposed DNN architecture has independe…
Audio-Visual Kinship Verification
Xiaoting Wu, Eric Granger, Xiaoyi Feng
Visual kinship verification entails confirming whether or not two individuals in a given pair of images or videos share a hypothesized kin relation. As a generalized face verificat…
Modeling Information Flow Through Deep Neural Networks
Ahmad Chaddad, Behnaz Naisiri, Marco Pedersoli +3
This paper proposes a principled information theoretic analysis of classification for deep neural network structures, e.g. convolutional neural networks (CNN). The output of convol…