zjngjng / journalclub

Visual Tracking -- Single Object Trackig [VOT challenge]

• CREST: Convolutional Residual Learning for Visual Tracking (ICCV 2017), Yibing Song et al. [pdf]
• Learning Background-Aware Correlation Filters for Visual Tracking (ICCV 2017), Hamed Kiani Galoogahi et al. [pdf]
• Parallel Tracking and Verifying: A Framework for Real-Time and High Accuracy Visual Tracking (ICCV 2017), Heng Fan et al. [pdf]
• Need for Speed: A Benchmark for Higher Frame Rate Object Tracking (ICCV 2017), Hamed Kiani Galoogahi et al. [pdf]
• Tracking as Online Decision-Making:Learning a Policy from Streaming Videos with Reinforcement Learning (ICCV 2017), James Supancic et al. [pdf]
• Robust Object Tracking based on Temporal and Spatial Deep Networks (ICCV 2017), Zhu Teng et al. [pdf]
• Modeling and Propagating CNNs in a Tree Structure for Visual Tracking (CVPR 2017), Hyeonseob Nam, Mooyeol Baek, Bohyung Han [pdf]
• ECO: Efficient Convolution Operators for Tracking (CVPR 2017), Martin Danelljan et al [pdf]
• Beyond Correlation Filters: Learning Continuous Convolution Operators for Visual Tracking (ECCV 2016), Martin Danelljan et al [pdf]
• Learning Multi-Domain Convolutional Neural Networks for Visual Tracking (CVPR 2016), Hyeonseob Nam Bohyung Han [pdf]
• End-to-end representation learning for Correlation Filter based tracking (CVPR 2017), Jack Valmadre, Luca Bertinetto, João F. Henriques, Andrea Vedaldi, Philip H. S. Torr. [[paper]]
• others, [link] [link2]

6D Object Pose Estimation

• SSD-6D: Making RGB-Based 3D Detection and 6D Pose Estimation Great Again (ICCV 2017), Wadim Kehl et al.[pdf]
• Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation (ECCV 2016), Wadim Kehl et al. [pdf]
• Real-Time Monocular Segmentation and Pose Tracking of Multiple Objects (ECCV 2016), Henning Tjaden et al.[pdf]
• Real-Time Monocular Pose Estimation of 3D Objects using Temporally Consistent Local Color Histograms (ICCV 2017), Henning Tjaden [pdf]

Visual Question Answering

• Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning (ICCV 2017), Abhishek Das et al. [pdf]
• Inferring and Executing Programs for Visual Reasoning (ICCV 2017), Justin Johnson et al. [pdf]