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Video Object Detection

Video object detection is the task of detecting objects from a video as opposed to images.

( Image credit: Learning Motion Priors for Efficient Video Object Detection )

Papers

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Showing 51–100 of 147 papers

TitleStatusHype
DAFA: Diversity-Aware Feature Aggregation for Attention-Based Video Object Detection—0
TemporalNet: Real-time 2D-3D Video Object Detection—0
YOLOV: Making Still Image Object Detectors Great at Video Object DetectionCode2
Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks—0
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds—0
QueryProp: Object Query Propagation for High-Performance Video Object DetectionCode0
Exploring Temporally Dynamic Data Augmentation for Video Recognition—0
Video Sparse Transformer With Attention-Guided Memory for Video Object DetectionCode1
Representation Recycling for Streaming Video AnalysisCode0
Single Object Tracking Research: A Survey—0
SALISA: Saliency-based Input Sampling for Efficient Video Object Detection—0
Delta Distillation for Efficient Video ProcessingCode0
TransVOD: End-to-End Video Object Detection with Spatial-Temporal TransformersCode2
SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles—0
Virtuoso: Video-based Intelligence for real-time tuning on SOCs—0
TYolov5: A Temporal Yolov5 Detector Based on Quasi-Recurrent Neural Networks for Real-Time Handgun Detection in VideoCode1
SiamPolar: Semi-supervised Realtime Video Object Segmentation with Polar Representation—0
AI Accelerator Survey and TrendsCode1
FFAVOD: Feature Fusion Architecture for Video Object DetectionCode1
Temporal RoI Align for Video Object RecognitionCode0
TF-Blender: Temporal Feature Blender for Video Object DetectionCode1
Temporal Early Exits for Efficient Video Object Detection—0
SGE net: Video object detection with squeezed GRU and information entropy map—0
End-to-End Video Object Detection with Spatial-Temporal TransformersCode1
Few-Shot Video Object DetectionCode1
Emerging Properties in Self-Supervised Vision TransformersCode1
Short-term anchor linking and long-term self-guided attention for video object detectionCode1
Motion Vector Extrapolation for Video Object DetectionCode1
HoughNet: Integrating near and long-range evidence for visual detectionCode1
When Few-Shot Learning Meets Video Object Detection—0
Real-Time and Accurate Object Detection in Compressed Video by Long Short-term Feature AggregationCode1
PatchNet -- Short-range Template Matching for Efficient Video ProcessingCode1
New Generation Deep Learning For Video Object Dection:A Survery—0
Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving—0
An Analysis of Deep Object Detectors For Diver Detection—0
Joint Representation of Temporal Image Sequences and Object Motion for Video Object DetectionCode0
Recurrent Neural Networks for video object detection—0
Object-aware Feature Aggregation for Video Object Detection—0
ApproxDet: Content and Contention-Aware Approximate Object Detection for MobilesCode1
Robust and Efficient Post-Processing for Video Object Detection (REPP)Code1
Robust and efficient post-processing for video object detectionCode1
Feature Flow: In-network Feature Flow Estimation for Video Object Detection—0
Dual Semantic Fusion Network for Video Object Detection—0
Survey of Machine Learning Accelerators—0
CenterNet Heatmap Propagation for Real-time Video Object Detection—0
Mining Inter-Video Proposal Relations for Video Object DetectionCode1
Video Object Detection via Object-level Temporal Aggregation—0
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object DetectionCode1
LiDAR-based Online 3D Video Object Detection with Graph-based Message Passing and Spatiotemporal Transformer AttentionCode1
Memory Enhanced Global-Local Aggregation for Video Object DetectionCode1
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