Scene Classification

Scene Classification is a task in which scenes from photographs are categorically classified. Unlike object classification, which focuses on classifying prominent objects in the foreground, Scene Classification uses the layout of objects within the scene, in addition to the ambient context, for classification.

Source: Scene classification with Convolutional Neural Networks

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 141–150 of 453 papers

Title	Date	Tasks	Status
Visual Saliency Detection in Advanced Driver Assistance Systems	Jul 26, 2023	Photoplethysmography (PPG)Saliency Detection	—Unverified
Do humans and Convolutional Neural Networks attend to similar areas during scene classification: Effects of task and image type	Jul 25, 2023	Explainable artificial intelligenceScene Classification	—Unverified
EnTri: Ensemble Learning with Tri-level Representations for Explainable Scene Recognition	Jul 23, 2023	ClassificationEnsemble Learning	—Unverified
TbExplain: A Text-based Explanation Method for Scene Classification Models with the Statistical Prediction Correction	Jul 19, 2023	Explainable artificial intelligenceExplainable Artificial Intelligence (XAI)	—Unverified
In-Domain Self-Supervised Learning Improves Remote Sensing Image Scene Classification	Jul 4, 2023	Classificationimage-classification	—Unverified
On Frequency-Wise Normalizations for Better Recording Device Generalization in Audio Spectrogram Transformers	Jun 20, 2023	Acoustic Scene ClassificationScene Classification	—Unverified
Domain Information Control at Inference Time for Acoustic Scene Classification	Jun 13, 2023	Acoustic Scene ClassificationDomain Generalization	CodeCode Available
Acoustic Scene Clustering Using Joint Optimization of Deep Embedding Learning and Clustering Iteration	Jun 9, 2023	Acoustic Scene ClassificationAudio Signal Processing	—Unverified
Low-Complexity Acoustic Scene Classification Using Data Augmentation and Lightweight ResNet	Jun 3, 2023	Acoustic Scene ClassificationData Augmentation	—Unverified
Multi-level Cross-modal Feature Alignment via Contrastive Learning towards Zero-shot Classification of Remote Sensing Image Scenes	May 31, 2023	ClassificationContrastive Learning	CodeCode Available

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All datasets UC Merced Land Use Dataset Places365-Standard

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	µ2Net+ (ViT-L/16)	Accuracy (%)	100	—	Unverified
2	AGOS	Accuracy (%)	99.88	—	Unverified
3	LSE-Net	Accuracy (%)	99.78	—	Unverified
4	ResNet50	Accuracy (%)	99.61	—	Unverified
5	MSMatch	Accuracy (%)	98.33	—	Unverified
6	MIDC-Net	Accuracy (%)	97.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	iSQRT-COV-Net (ResNet-50)	Top 1 Error	43.68	—	Unverified
2	WaveMix	Top 1 Error	43.55	—	Unverified