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Scene Classification

24 papers with code ยท Computer Vision

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Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities

3 May 2020

Considering the rapid evolution of this field, this paper provides a systematic survey of deep learning methods for remote sensing image scene classification by covering more than 140 papers.

SCENE CLASSIFICATION

Unsupervised Domain Adaptation for Acoustic Scene Classification Using Band-Wise Statistics Matching

30 Apr 2020

The performance of machine learning algorithms is known to be negatively affected by possible mismatches between training (source) and test (target) data distributions.

ACOUSTIC SCENE CLASSIFICATION SCENE CLASSIFICATION UNSUPERVISED DOMAIN ADAPTATION

Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification

9 Apr 2020

Recognising remote sensing scene images remains challenging due to large visual-semantic discrepancies.

SCENE CLASSIFICATION

Acoustic Scene Classification with Squeeze-Excitation Residual Networks

20 Mar 2020

The behavior of the block that implements such operators and, therefore, the entire neural network, can be modified depending on the input to the block, the established residual configurations and the selected non-linear activations.

ACOUSTIC SCENE CLASSIFICATION CALIBRATION DATA AUGMENTATION SCENE CLASSIFICATION

DEEVA: A Deep Learning and IoT Based Computer Vision System to Address Safety and Security of Production Sites in Energy Industry

2 Mar 2020

When it comes to addressing the safety/security related needs at different production/construction sites, accurate detection of the presence of workers, vehicles, equipment important and formed an integral part of computer vision-based surveillance systems (CVSS).

DECISION MAKING OBJECT DETECTION SCENE CLASSIFICATION SEMANTIC SEGMENTATION TRANSFER LEARNING

Acoustic Scene Classification Using Bilinear Pooling on Time-liked and Frequency-liked Convolution Neural Network

14 Feb 2020

Although works have been done in using HPSS as input representation for CNN model in ASC task, this paper further investigate the possibility on leveraging the separated harmonic component and percussive component by curating 2 CNNs which tries to understand harmonic audio and percussive audio in their natural form, one specialized in extracting deep features in time biased domain and another specialized in extracting deep features in frequency biased domain, respectively.

ACOUSTIC SCENE CLASSIFICATION INFORMATION RETRIEVAL MUSIC INFORMATION RETRIEVAL SCENE CLASSIFICATION

Convolution Neural Network Architecture Learning for Remote Sensing Scene Classification

27 Jan 2020

The feature-learning procedure of CNN largely depends on the architecture of CNN.

SCENE CLASSIFICATION

BigEarthNet Dataset with A New Class-Nomenclature for Remote Sensing Image Understanding

17 Jan 2020

This is achieved by interpreting and arranging the CLC Level-3 nomenclature based on the properties of Sentinel-2 images in a new nomenclature of 19 classes.

CONTENT-BASED IMAGE RETRIEVAL MULTI-LABEL CLASSIFICATION SCENE CLASSIFICATION

Contextual Sense Making by Fusing Scene Classification, Detections, and Events in Full Motion Video

16 Jan 2020

We have investigated and designed a system capable of detecting events and activities of interest that deviate from the baseline patterns of observation given FMV feeds.

SCENE CLASSIFICATION

Multi-Scale Weight Sharing Network for Image Recognition

9 Jan 2020

In this paper, we explore the idea of weight sharing over multiple scales in convolutional networks.

OBJECT RECOGNITION SCENE CLASSIFICATION TRANSFER LEARNING