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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 1–25 of 147 papers

TitleStatusHype
Practical Video Object Detection via Feature Selection and AggregationCode3
YOLOV: Making Still Image Object Detectors Great at Video Object DetectionCode2
TransVOD: End-to-End Video Object Detection with Spatial-Temporal TransformersCode2
Roboflow 100: A Rich, Multi-Domain Object Detection BenchmarkCode2
Detection and Tracking Meet Drones ChallengeCode2
HoughNet: Integrating near and long-range evidence for visual detectionCode1
FFAVOD: Feature Fusion Architecture for Video Object DetectionCode1
Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded SystemsCode1
Memory Enhanced Global-Local Aggregation for Video Object DetectionCode1
FADE: A Dataset for Detecting Falling Objects around Buildings in VideoCode1
Fewer is More: Efficient Object Detection in Large Aerial ImagesCode1
Few-Shot Video Object DetectionCode1
ApproxDet: Content and Contention-Aware Approximate Object Detection for MobilesCode1
Camera clustering for scalable stream-based active distillationCode1
Mining Inter-Video Proposal Relations for Video Object DetectionCode1
Efficient One-stage Video Object Detection by Exploiting Temporal ConsistencyCode1
Emerging Properties in Self-Supervised Vision TransformersCode1
FAQ: Feature Aggregated Queries for Transformer-based Video Object DetectorsCode1
AI Accelerator Survey and TrendsCode1
Eventful Transformers: Leveraging Temporal Redundancy in Vision TransformersCode1
LiDAR-based Online 3D Video Object Detection with Graph-based Message Passing and Spatiotemporal Transformer AttentionCode1
MAMBA: Multi-level Aggregation via Memory Bank for Video Object DetectionCode1
FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light VisionCode1
Feature Aggregated Queries for Transformer-Based Video Object DetectorsCode1
DiffusionVID: Denoising Object Boxes with Spatio-temporal Conditioning for Video Object DetectionCode1
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