DenseHillNet: a lightweight CNN for accurate classification of natural images

QR Code

DenseHillNet: a lightweight CNN for accurate classification of natural images

The detection of natural images, such as glaciers and mountains, holds practical applications in transportation automation and outdoor activities. Convolutional neural networks (CNNs) have been widely employed for image recognition and classification tasks. While previous studies have focused on fru...

書目詳細資料
發表在:	PeerJ Computer Science
主要作者:	2-s2.0-85194107878
格式:	Article
語言:	English
出版:	PeerJ Inc. 2024
在線閱讀:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85194107878&doi=10.7717%2fPEERJ-CS.1995&partnerID=40&md5=dc5ba4da33ef36ee83aa5ffc818534f4

相似書籍

Evaluation of CNN, alexnet and GoogleNet for fruit recognition
由: 2-s2.0-85051792349
出版: (2018)

SCOV-CNN: A Simple CNN Architecture for COVID-19 Identification Based on the CT Images
由: Haryanto T.; Suhartanto H.; Murni A.; Kusmardi; Yusoff M.; Zain J.M.
出版: (2024)

Classification of Cervical Precancerous Cell of ThinPrep Images Based on Deep Learning Model AlexNet and InceptionV3
由: 2-s2.0-85133141911
出版: (2022)

Paddy Diseases Multi-Class Classification using CNN Variants
由: 2-s2.0-85189140711
出版: (2023)

Convolutional Neural Network Based Deep Learning Model for Accurate Classification of Durian Types
由: Diana D.; Kurniawan T.B.; Dewi D.A.; Alqudah M.K.; Alqudah M.K.; Zakari M.Z.; Fuad E.F.B.E.
出版: (2025)

Crop Pest and Diseases Classification Using ResNet and Inception Network
由: 2-s2.0-85209626774
出版: (2024)

Power Quality Disturbances Classification Analysis Using EfficientNet Architecture
由: Zabidi, et al.
出版: (2024)

Mass Detection in Digital Mammogram Image using Convolutional Neural Network (CNN)
由: 2-s2.0-85116191968
出版: (2021)

A Hybrid FEM-CNN for Image-Based Severity Prediction of Corroded Offshore Pipelines
由: Fadzil N.M.; Muda M.F.; Shahid M.D.A.; Aziz N.; Mohd M.H.; Mohd Amin N.; Mohd Hashim M.H.
出版: (2025)

Improved Xception with Local Dense Connections and Transition Layer for Facial Expression Recognition
由: 2-s2.0-85219174176
出版: (2025)

Deep Learning Optimizer Evaluation in Blur Detection of Digital Breast Tomosynthesis Images using CNN Constructed from Scratch
由: 2-s2.0-86000005008
出版: (2023)

A Comparison of Lightweight Communication Protocols in Robotic Applications
由: 2-s2.0-84962821870
出版: (2015)

Comparative Analysis of Hybrid 1D-CNN-LSTM and VGG16-1D-LSTM for Lung Lesion Classification
由: Jafery, et al.
出版: (2025)

Optimizing Energy Efficiency in Ultra-Dense Networks Through Enhanced Device-To-Device Communication and Small Base Station Management
由: Hashim M.F.; Razak N.I.A.; Idris A.
出版: (2024)

Leveraging on multidisciplinary expertise for landslide disaster risk reduction and management: A case study of a limestone hill rockfall hazard assessment, batu caves, selangor, malaysia
由: 2-s2.0-85114044648
出版: (2021)

Strength behavior of lightweight concrete reinforced with coconut coir
由: 2-s2.0-85203978377
出版: (2024)

Lightweight encryption for high efficiency video coding (HEVC)
由: 2-s2.0-85114022184
出版: (2017)

Emotion Recognition Using Convolutional Neural Network (CNN)
由: 2-s2.0-85111988755
出版: (2021)

Classification of leaf disease from image processing technique
由: 2-s2.0-85040936799
出版: (2018)

The effect of silica fume admixture on the compressive strength of the cellular lightweight concrete
由: 2-s2.0-85130828108
出版: (2022)

A New Paradigm of Islamic Financial Institutions and Philanthropy: Do They Represent an Accurate Measure of Socio-Economic Justice?
由: Rahim, et al.
出版: (2023)

A review on the applications of petri nets in modeling, analysis, and control of urban traffic
由: 2-s2.0-84878742083
出版: (2013)

Deep Learning on Histopathology Images for Breast Cancer Classification: A Bibliometric Analysis
由: 2-s2.0-85122017681
出版: (2022)

The CiliPadi Family of Lightweight Authenticated Encryption, v1.2
由: Z'aba M.R.; Jamil N.; Rohmad M.S.; Rani H.A.; Shamsuddin S.
出版: (2021)

Recent advances on lightweight aerogel as a porous receiver layer for solar thermal technology application
由: 2-s2.0-85105034617
出版: (2021)

Standardized Laboratory Procedures, Quality Control and Quality Assurance Are Key Requirements for Accurate Semen Analysis in the Evaluation of Infertile Male
由: 2-s2.0-85122975572
出版: (2022)

Control Strength Lightweight Mortar made by Recycled Concrete Aggregate and Expanded Perlite
由: Hasan, et al.
出版: (2024)

Lightweight White Blood Cells Detection Using Fusion of YOLOv5 and Attention Model
由: 2-s2.0-85199751285
出版: (2025)

Malaysian Sign Language (MSL) Detection: Comparison of YOLOv5 and CNN
由: Halim, et al.
出版: (2024)

Hardhat-YOLO: A YOLOv5-based Lightweight Hardhat-Wearing Detection Algorithm in Substation Sites
由: 2-s2.0-85195077787
出版: (2024)

A Comparative Analysis of Combination of CNN-Based Models with Ensemble Learning on Imbalanced Data
由: Gao X.; Jamil N.; Ramli M.I.; Ariffin S.M.Z.S.Z.
出版: (2024)

Mesh grid of SILVACO TCAD effect on net doping profile for NMOS structures
由: 2-s2.0-70450286458
出版: (2009)

Classification Of Defect And Non-Defect Durian Using Image Processing Technique
由: Khazri, et al.
出版: (2024)

Standardized Laboratory Procedures, Quality Control and Quality Assurance Are Key Requirements for Accurate Semen Analysis in the Evaluation of Infertile Male
由: Agarwal A.; Sharma R.; Gupta S.; Finelli R.; Parekh N.; Selvam M.K.P.; Pompeu C.P.; Madani S.; Belo A.; Darbandi M.; Singh N.; Darbandi S.; Covarrubias S.; Sadeghi R.; Arafa M.; Majzoub A.; Caraballo M.; Giroski A.; McNulty K.; Durairajanayagam D.; Henkel R.
出版: (2022)

A comparison of assays for accurate copy number measurement of the low-affinity FC gamma receptor genes FCGR3A and FCGR3B
由: 2-s2.0-84957812823
出版: (2015)

Prediction of Saraline-based super lightweight completion fluid densities at elevated pressures and temperatures
由: Amir Z.; Jan B.M.; Wahab A.K.A.; Khalil M.; Chong W.T.; Hassan Z.
出版: (2015)

Rheological behavior and temperature dependency study of saraline-based super lightweight completion fluid
由: Amir Z.; Jan B.M.; Khalil M.; Abdul Wahab A.K.; Hassan Z.
出版: (2015)

Implementation of Facial Expression Recognition (FER) using Convolutional Neural Network (CNN)
由: Abu Mangshor, et al.
出版: (2024)

Classification Type of Asynchrony Breathing Image Using 2-Dimensional Convolutional Neural Network
由: 2-s2.0-85177443458
出版: (2023)

Crack detection and classification in asphalt pavement images using deep convolution neural network
由: 2-s2.0-85065018963
出版: (2019)