Deep Learning–Based Multimedia Analytics

Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification

(2018) Yu-Gang Jiang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Learning Deep Spatio-Temporal Dependence for Semantic Video Segmentation

(2018) Zhaofan Qiu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

BabyTalk: Understanding and Generating Simple Image Descriptions

(2013) Girish Kulkarni et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE