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 261–270 of 453 papers

Title	Date	Tasks	Status
Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene Classification	Jul 28, 2021	Scene Classification	—Unverified
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 1 Theory	Jan 8, 2017	Earth ObservationGeneral Classification	—Unverified
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 2 Validation	Jan 8, 2017	Earth ObservationGeneral Classification	—Unverified
Task 1A DCASE 2021: Acoustic Scene Classification with mismatch-devices using squeeze-excitation technique and low-complexity constraint	Jul 30, 2021	Acoustic Scene ClassificationScene Classification	—Unverified
Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems	Dec 21, 2021	ClassificationDeep Reinforcement 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
The 2017 DAVIS Challenge on Video Object Segmentation	Apr 3, 2017	ObjectScene Classification	—Unverified
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning	Apr 10, 2022	General Knowledgeobject-detection	—Unverified
Towards Robust Domain Generalization in 2D Neural Audio Processing	Sep 29, 2021	Acoustic Scene ClassificationDomain Generalization	—Unverified
Towards Scalable and Generalizable Earth Observation Data Mining via Foundation Model Composition	Jun 25, 2025	Earth ObservationKnowledge Distillation	—Unverified

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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