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Object Detection

Papers

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Showing 10351–10400 of 10957 papers

TitleStatusHype
Integrated Deep and Shallow Networks for Salient Object Detection—0
Probabilistic Global Scale Estimation for MonoSLAM Based on Generic Object Detection—0
Enhancement of SSD by concatenating feature maps for object detection—0
VANETs Meet Autonomous Vehicles: A Multimodal 3D Environment Learning Approach—0
Self-supervised learning of visual features through embedding images into text topic spaces—0
Salient Object Detection with Semantic Priors—0
Towards seamless multi-view scene analysis from satellite to street-level—0
Forecasting Hands and Objects in Future Frames—0
Sparse Coding on Stereo Video for Object Detection—0
Active Control of Camera Parameters for Object Detection Algorithms—0
LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded Systems—0
IAN: The Individual Aggregation Network for Person Search—0
An Efficient Approach for Object Detection and Tracking of Objects in a Video with Variable Background—0
Learning RGB-D Salient Object Detection using background enclosure, depth contrast, and top-down features—0
Learning non-maximum suppression—0
CAD Priors for Accurate and Flexible Instance Reconstruction—0
Bridging between Computer and Robot Vision through Data Augmentation: a Case Study on Object Recognition—0
Residual Squeeze VGG16—0
S-OHEM: Stratified Online Hard Example Mining for Object Detection—0
Recurrent Soft Attention Model for Common Object RecognitionCode0
Joint Denoising / Compression of Image Contours via Shape Prior and Context Tree—0
Improving Small Object Proposals for Company Logo Detection—0
Object Detection by Spatio-Temporal Analysis and Tracking of the Detected Objects in a Video with Variable Background—0
Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences—0
A Context Aware and Video-Based Risk Descriptor for Cyclists—0
Measuring the Accuracy of Object Detectors and Trackers—0
Towards Instance Segmentation with Object Priority: Prominent Object Detection and Recognition—0
Context-based Object Viewpoint Estimation: A 2D Relational Approach—0
Accurate Single Stage Detector Using Recurrent Rolling ConvolutionCode0
Skeleton Boxes: Solving skeleton based action detection with a single deep convolutional neural network—0
Soft-NMS -- Improving Object Detection With One Line of CodeCode0
Spatial Memory for Context Reasoning in Object DetectionCode0
Semantic3D.net: A new Large-scale Point Cloud Classification BenchmarkCode0
A-Fast-RCNN: Hard Positive Generation via Adversary for Object DetectionCode0
Learning Detection with Diverse ProposalsCode0
Fast Learning and Prediction for Object Detection using Whitened CNN Features—0
ClusterNet: Detecting Small Objects in Large Scenes by Exploiting Spatio-Temporal Information—0
Deep Generative Adversarial Compression Artifact Removal—0
Pixelwise Instance Segmentation with a Dynamically Instantiated NetworkCode0
Evolution in Groups: A deeper look at synaptic cluster driven evolution of deep neural networks—0
ME R-CNN: Multi-Expert R-CNN for Object Detection—0
Convolutional neural networks for segmentation and object detection of human semen—0
The Stixel world: A medium-level representation of traffic scenes—0
Learning to Recognize Animals by Watching Documentaries: Using Subtitles as Weak Supervision—0
BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects without Using DepthCode0
DeNet: Scalable Real-time Object Detection with Directed Sparse SamplingCode0
Tube Convolutional Neural Network (T-CNN) for Action Detection in VideosCode0
Flow-Guided Feature Aggregation for Video Object DetectionCode0
Exploiting Color Name Space for Salient Object Detection—0
Deep Direct Regression for Multi-Oriented Scene Text Detection—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified