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Object Classification

78 papers with code ยท Computer Vision

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Generalized Multi-view Shared Subspace Learning using View Bootstrapping

12 May 2020

A key objective in multi-view learning is to model the information common to multiple parallel views of a class of objects/events to improve downstream learning tasks.

3D OBJECT CLASSIFICATION FACE RECOGNITION MULTI-VIEW LEARNING OBJECT CLASSIFICATION ROBUST FACE RECOGNITION

Monitoring COVID-19 social distancing with person detection and tracking via fine-tuned YOLO v3 and Deepsort techniques

4 May 2020

From the experimental analysis, it is observed that the YOLO v3 with Deepsort tracking scheme displayed best results with balanced mAP and FPS score to monitor the social distancing in real-time.

HUMAN DETECTION OBJECT CLASSIFICATION OBJECT DETECTION

DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation

28 Apr 2020

In comparison with ResNet-based, DenseNet-based and attention network (AttnNet) based methods within the same encoder-decoder network structure, our method achieves significantly higher segmentation accuracy with fewer number of model parameters than DenseNet and AttnNet.

LESION SEGMENTATION OBJECT CLASSIFICATION SEMANTIC SEGMENTATION

Development of a High Fidelity Simulator for Generalised Photometric Based Space Object Classification using Machine Learning

26 Apr 2020

The specific focus of this paper is the development of a high-fidelity simulation environment for generating realistic light curves.

OBJECT CLASSIFICATION TRANSFER LEARNING

Object classification from randomized EEG trials

9 Apr 2020

A prior attempt to avoid this confound using randomized trials was unable to achieve results above chance in a statistically significant fashion when the data sets were of the same size as the original experiments.

EEG OBJECT CLASSIFICATION

Improved YOLOv3 Object Classification in Intelligent Transportation System

8 Apr 2020

The technology of vehicle and driver detection in Intelligent Transportation System(ITS) is a hot topic in recent years.

OBJECT CLASSIFICATION

Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics

5 Apr 2020

Based on this criterion, we introduce a novel image transformation that we call limited context inpainting (LCI).

OBJECT CLASSIFICATION

Spatio-temporal Tubelet Feature Aggregation and Object Linking in Videos

1 Apr 2020

Then, we aggregate RoI pooled deep features through the tubelet using a temporal pooling operator that summarizes the information with a fixed size output independent of the number of input frames.

OBJECT CLASSIFICATION OBJECT LOCALIZATION SMALL OBJECT DETECTION

HyNNA: Improved Performance for Neuromorphic Vision Sensor based Surveillance using Hybrid Neural Network Architecture

19 Mar 2020

Applications in the Internet of Video Things (IoVT) domain have very tight constraints with respect to power and area.

OBJECT CLASSIFICATION OBJECT DETECTION REGION PROPOSAL

Multilayer Dense Connections for Hierarchical Concept Classification

19 Mar 2020

Classification is a pivotal function for many computer vision tasks such as object classification, detection, scene segmentation.

OBJECT CLASSIFICATION SCENE SEGMENTATION