Convolutional Neural Network


face Classification Imagenet ILSVRC2012 등을 중심으로 딥러닝 발전에 기여한 Image Classifcation 모델들을 리뷰하는 공간입니다. Human Pose Estimation Segmentation Object Tracking Visual Object Tracking과 관련된 논문을 다룹니다. Object Detection
주제 답변 활동
'Convolutional Neural Network' 카테고리의 설명 1 11월 20, 2017
Processing Megapixel Images with Deep Attention-Sampling Models 1 6월 11, 2019
(Alexnet) ImageNet Classification with Deep Convolutional Neural Networks 1 8월 30, 2017
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation 1 11월 16, 2018
DOTA: A Large-scale Dataset for Object Detection in Aerial Images 1 11월 14, 2018
Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection 1 8월 26, 2018
(HA-CNN) Harmonious Attention Network for Person Re-Identification 1 9월 14, 2018
WILDTRACK: A Multi-camera HD Dataset for Dense Unscripted Pedestrian Detection 1 9월 2, 2018
Mobile Video Object Detection with Temporally-Aware Feature Maps 2 5월 28, 2018
(VITAL) Visual Tracking via Adversarial Learning 10 5월 24, 2018
R-FCN: Object Detection via Region-based Fully Convolutional Networks 2 4월 13, 2018
Pelee: A Real-Time Object Detection System on Mobile Devices 1 5월 17, 2018
Fast R-CNN 1 5월 9, 2018
(PTAV) Parallel Tracking and Verifying: A Framework for Real-Time and High Accuracy Visual Tracking 1 5월 8, 2018
(MemTrack) Learning Dynamic Memory Networks for Object Tracking 1 5월 4, 2018
Deep Feature Flow for Video Recognition 2 5월 3, 2018
(FGFA) Flow-Guided Feature Aggregation for Video Object Detection 2 5월 3, 2018
(YOLO) You Only Look Once: Unifed, Real-Time Object Detection 3 5월 3, 2018
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model 1 4월 26, 2018
Towards Accurate Multi-person Pose Estimation in the Wild 1 4월 26, 2018
(MGNet) Online object tracking via motion-guided convolutional neural network 3 4월 26, 2018
Detect-and-Track: Efficient Pose Estimation in Videos 1 4월 25, 2018
Impression Network for Video Object Detection 1 4월 23, 2018
(FlowTrack) End-to-end Flow Correlation Tracking with Spatial-temporal Attention 1 4월 24, 2018
(EAST) Learning Policies for Adaptive Tracking with Deep Feature Cascades 1 4월 24, 2018
CREST: Convolutional Residual Learning for Visual Tracking 1 4월 24, 2018
UCT: Learning Unified Convolutional Networks for Real-Time Visual Tracking 1 4월 24, 2018
Seq-NMS for Video Object Detection 1 4월 23, 2018
(RASNet) Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking 1 4월 21, 2018
(SA-Siam) A Twofold Siamese Network for Real-Time Object Tracking 1 4월 21, 2018