DFA: Dynamic Feature Aggregation for Efficient Video Object Detection

2 October 2022

Papers citing "DFA: Dynamic Feature Aggregation for Efficient Video Object Detection"

12 / 12 papers shown

Title
SSGA-Net: Stepwise Spatial Global-local Aggregation Networks for for Autonomous Driving Yiming Cui Cheng Han Dongfang Liu 16 0 0 29 May 2024
CML-MOTS: Collaborative Multi-task Learning for Multi-Object Tracking and Segmentation Yiming Cui Cheng Han Dongfang Liu VOT 33 16 0 02 Nov 2023
Object Detection Difficulty: Suppressing Over-aggregation for Faster and Better Video Object Detection Bin Zhang Sen Wang Yifan Liu Brano Kusy Xue Li Jiajun Liu ObjD 25 0 0 22 Aug 2023
Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation Yiming Cui L. Yang Hai-ping Yu 13 8 0 23 Jul 2023
FAQ: Feature Aggregated Queries for Transformer-based Video Object Detectors Yiming Cui Linjie Yang ViT 4 15 0 15 Mar 2023
TF-Blender: Temporal Feature Blender for Video Object Detection Yiming Cui Liqi Yan Zhiwen Cao Dongfang Liu ViT 48 97 0 12 Aug 2021
End-to-End Video Object Detection with Spatial-Temporal Transformers Lu He Qianyu Zhou Xiangtai Li Li Niu Guangliang Cheng Xiao Li Wenxuan Liu Yu Tong Lizhuang Ma Liqing Zhang ViT 39 94 0 23 May 2021
Hierarchical Attention Fusion for Geo-Localization Liqi Yan Yiming Cui Yingjie Chen Dongfang Liu 51 28 0 18 Feb 2021
Memory Enhanced Global-Local Aggregation for Video Object Detection Yihong Chen Yue Cao Han Hu Liwei Wang 105 233 0 26 Mar 2020
Relation Distillation Networks for Video Object Detection Jiajun Deng Yingwei Pan Ting Yao Wen-gang Zhou Houqiang Li Tao Mei ObjD 92 171 0 26 Aug 2019
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014