Towards High Performance Video Object Detection

30 November 2017

Lu Yuan

Papers citing "Towards High Performance Video Object Detection"

41 / 41 papers shown

Title
Transtreaming: Adaptive Delay-aware Transformer for Real-time Streaming Perception Xiang Zhang Yufei Cui Chenchen Fu Weiwei Wu Zihao Wang Yuyang Sun Xue Liu 41 0 0 10 Sep 2024
SSGA-Net: Stepwise Spatial Global-local Aggregation Networks for for Autonomous Driving Yiming Cui Cheng Han Dongfang Liu 40 0 0 29 May 2024
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 47 0 0 22 Aug 2023
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation Xiaoyu Shi Zhaoyang Huang Dasong Li Manyuan Zhang Ka Chun Cheung Simon See Hongwei Qin Jifeng Dai Hongsheng Li 32 82 0 02 Mar 2023
Fewer is More: Efficient Object Detection in Large Aerial Images Xingxing Xie Gong Cheng Qingyang Li Shicheng Miao Ke Li Junwei Han ObjD 30 66 0 26 Dec 2022
LongShortNet: Exploring Temporal and Semantic Features Fusion in Streaming Perception Chenyang Li Zhi-Qi Cheng Jun-Yan He Pengyu Li Bin Luo Hanzao Chen Yifeng Geng Jinpeng Lan Xuansong Xie 47 12 0 27 Oct 2022
MotionDeltaCNN: Sparse CNN Inference of Frame Differences in Moving Camera Videos Mathias Parger Chengcheng Tang Thomas Neff Christopher D. Twigg Cem Keskin Robert Y. Wang M. Steinberger 32 6 0 18 Oct 2022
BoxMask: Revisiting Bounding Box Supervision for Video Object Detection K. Hashmi A. Pagani D. Stricker Muhammad Zeshan Afzal VOS 60 10 0 12 Oct 2022
Survey: Exploiting Data Redundancy for Optimization of Deep Learning Jou-An Chen Wei Niu Bin Ren Yanzhi Wang Xipeng Shen 28 24 0 29 Aug 2022
YOLOV: Making Still Image Object Detectors Great at Video Object Detection Yuheng Shi Naiyan Wang Xiaojie Guo ObjD 3DH 30 48 0 20 Aug 2022
QueryProp: Object Query Propagation for High-Performance Video Object Detection Fei He Naiyu Gao Jian Jia Xin Zhao Kaiqi Huang 42 27 0 22 Jul 2022
Tracking Objects as Pixel-wise Distributions Zelin Zhao Ze Wu Yueqing Zhuang Boxun Li Jiaya Jia VOT 38 54 0 12 Jul 2022
FasterVideo: Efficient Online Joint Object Detection And Tracking Issa Mouawad Francesca Odone VOT 32 4 0 15 Apr 2022
SALISA: Saliency-based Input Sampling for Efficient Video Object Detection B. Bejnordi A. Habibian Fatih Porikli Amir Ghodrati 52 12 0 05 Apr 2022
BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection Junjie Huang Guan Huang 32 336 0 31 Mar 2022
Efficient Video Segmentation Models with Per-frame Inference Yifan Liu Chunhua Shen Changqian Yu Jingdong Wang 35 0 0 24 Feb 2022
TransVOD: End-to-End Video Object Detection with Spatial-Temporal Transformers Qianyu Zhou Hefei Ling Lu He Li Niu Guangliang Cheng Yunhai Tong Lizhuang Ma Liqing Zhang ViT 38 134 0 13 Jan 2022
Virtuoso: Video-based Intelligence for real-time tuning on SOCs Jayoung Lee Pengcheng Wang Ran Xu Venkateswara Dasari Noah Weston Yin Li S. Bagchi Somali Chaterji 34 2 0 24 Dec 2021
Deep Learning for UAV-based Object Detection and Tracking: A Survey Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 34 182 0 25 Oct 2021
MPSN: Motion-aware Pseudo Siamese Network for Indoor Video Head Detection in Buildings Kailai Sun Xiaoteng Ma Peng Liu Qianchuan Zhao 3DPC AAML 30 11 0 07 Oct 2021
Temporal RoI Align for Video Object Recognition Tao Gong Kai-xiang Chen Xinjiang Wang Qi Chu Feng Zhu Dahua Lin Nenghai Yu Huamin Feng 18 84 0 08 Sep 2021
FOVEA: Foveated Image Magnification for Autonomous Navigation Chittesh Thavamani Mengtian Li N. Cebron Deva Ramanan 38 32 0 27 Aug 2021
TF-Blender: Temporal Feature Blender for Video Object Detection Yiming Cui Liqi Yan Zhiwen Cao Dongfang Liu ViT 53 100 0 12 Aug 2021
Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics Neil Agarwal Ravi Netravali 32 14 0 21 Jun 2021
Motion Vector Extrapolation for Video Object Detection J. True N. Khan 28 4 0 18 Apr 2021
Real-Time and Accurate Object Detection in Compressed Video by Long Short-term Feature Aggregation Xinggang Wang Zhaojin Huang Bencheng Liao Lichao Huang Yongchao Gong Chang Huang 25 21 0 25 Mar 2021
TagMe: GPS-Assisted Automatic Object Annotation in Videos Songtao He Favyen Bastani Mohammad Alizadeh Harinarayanan Balakrishnan Michael Cafarella Tim Kraska Sam Madden 29 0 0 24 Mar 2021
An Analysis of Deep Object Detectors For Diver Detection Karin de Langis Michael Fulton Junaed Sattar ObjD 30 10 0 25 Nov 2020
Object-aware Feature Aggregation for Video Object Detection Qichuan Geng Hong Zhang Na Jiang Xiaojuan Qi Liangjun Zhang Zhongjun Zhou VOS 39 3 0 23 Oct 2020
Feature Flow: In-network Feature Flow Estimation for Video Object Detection Ruibing Jin Guosheng Lin Changyun Wen Jianliang Wang Fayao Liu 16 10 0 21 Sep 2020
Kinematic 3D Object Detection in Monocular Video Garrick Brazil Gerard Pons-Moll Xiaoming Liu Bernt Schiele 3DPC 28 171 0 19 Jul 2020
DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data Dan Jia Alexander Hermans Bastian Leibe 3DPC 36 37 0 29 Apr 2020
Long Short-Term Relation Networks for Video Action Detection Dong Li Ting Yao Zhaofan Qiu Houqiang Li Tao Mei 12 22 0 31 Mar 2020
An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos Sicheng Zhao Yunsheng Ma Yang Gu Jufeng Yang Tengfei Xing Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 19 98 0 12 Feb 2020
Relation Distillation Networks for Video Object Detection Jiajun Deng Yingwei Pan Ting Yao Wen-gang Zhou Houqiang Li Tao Mei ObjD 108 191 0 26 Aug 2019
Looking Fast and Slow: Memory-Guided Mobile Video Object Detection Mason Liu Menglong Zhu Marie White Yinxiao Li Dmitry Kalenichenko 23 83 0 25 Mar 2019
Progressive Sparse Local Attention for Video object detection Chaoxu Guo Bin Fan Jie Gu Qian Zhang Shiming Xiang V. Prinet Chunhong Pan 24 85 0 21 Mar 2019
CaTDet: Cascaded Tracked Detector for Efficient Object Detection from Video Huizi Mao Taeyoung Kong W. Dally VOT 27 23 0 30 Sep 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 20 49 0 16 Apr 2018
Temporally Identity-Aware SSD with Attentional LSTM Xingyu Chen Junzhi Yu Zhengxing Wu 21 58 0 01 Mar 2018
Video Object Detection with an Aligned Spatial-Temporal Memory Fanyi Xiao Yong Jae Lee 49 189 0 18 Dec 2017