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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

Showing 101147 of 147 papers

TitleStatusHype
Feature Flow: In-network Feature Flow Estimation for Video Object Detection0
Dual Semantic Fusion Network for Video Object Detection0
Survey of Machine Learning Accelerators0
Video Object Detection via Object-level Temporal Aggregation0
CenterNet Heatmap Propagation for Real-time Video Object Detection0
RN-VID: A Feature Fusion Architecture for Video Object DetectionCode0
Argus: Efficient Activity Detection System for Extended Video AnalysisCode0
Plug & Play Convolutional Regression Tracker for Video Object DetectionCode0
Rethinking Temporal Object Detection from Robotic Perspectives0
Context R-CNN: Long Term Temporal Context for Per-Camera Object DetectionCode0
Learning Where to Focus for Efficient Video Object DetectionCode0
Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection0
Object Guided External Memory Network for Video Object Detection0
Geometry-Aware Video Object Detection for Static Cameras0
Temporal Coherence for Active Learning in Videos0
Great Ape Detection in Challenging Jungle Camera Trap Footage via Attention-Based Spatial and Temporal Feature Blending0
A Delay Metric for Video Object Detection: What Average Precision Fails to TellCode0
Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve Video Object Detection and Classification from Unconstrained Mobility Platforms0
Sequence Level Semantics Aggregation for Video Object DetectionCode0
Object Detection in Video with Spatial-temporal Context Aggregation0
Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in VideoCode0
Do Image Classifiers Generalize Across Time?Code0
A Systematic Framework for Natural Perturbations from Videos0
Patchwork: A Patch-wise Attention Network for Efficient Object Detection and Segmentation in Video Streams0
Road User Detection in VideosCode0
Looking Fast and Slow: Memory-Guided Mobile Video Object DetectionCode0
Progressive Sparse Local Attention for Video object detection0
SCNN: A General Distribution based Statistical Convolutional Neural Network with Application to Video Object Detection0
AdaScale: Towards Real-time Video Object Detection Using Adaptive Scaling0
Transferable Adversarial Attacks for Image and Video Object DetectionCode0
Integrated Object Detection and Tracking with Tracklet-Conditioned Detection0
Detect or Track: Towards Cost-Effective Video Object Detection/Tracking0
Pack and Detect: Fast Object Detection in Videos Using Region-of-Interest Packing0
Fully Motion-Aware Network for Video Object Detection0
Optimizing Video Object Detection via a Scale-Time LatticeCode0
Object Detection in Video with Spatiotemporal Sampling Networks0
Recurrent Residual Module for Fast Inference in Videos0
Video Object Detection with an Aligned Spatial-Temporal MemoryCode0
Impression Network for Video Object Detection0
Towards High Performance Video Object Detection0
Mobile Video Object Detection with Temporally-Aware Feature MapsCode0
Online Video Object Detection Using Association LSTM0
End-to-End United Video Dehazing and Detection0
Temporal Dynamic Graph LSTM for Action-driven Video Object Detection0
Flow-Guided Feature Aggregation for Video Object DetectionCode0
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video0
Seq-NMS for Video Object DetectionCode0
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