Feature Engineering is Not Dead: Reviving Classical Machine Learning with Entropy, HOG, and LBP Feature Fusion for Image Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Sen, Abhijit, Maiti, Giridas, Parida, Bikram K., Mishra, Bhanu P., Arya, Mahima, Bondar, Denys I. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Geometric Kolmogorov--Arnold Network (GeoKAN)
by: Sen, Abhijit, et al.
Published: (2026)
by: Sen, Abhijit, et al.
Published: (2026)
Input-Output Optics as a Causal Time Series Mapping: A Generative Machine Learning Solution
by: Sen, Abhijit, et al.
Published: (2024)
by: Sen, Abhijit, et al.
Published: (2024)
Physics Informed Kolmogorov-Arnold Neural Networks for Dynamical Analysis via Efficent-KAN and WAV-KAN
by: Patra, Subhajit, et al.
Published: (2024)
by: Patra, Subhajit, et al.
Published: (2024)
From Classical to Quantum Reinforcement Learning and Its Applications in Quantum Control: A Beginner's Tutorial
by: Sen, Abhijit, et al.
Published: (2026)
by: Sen, Abhijit, et al.
Published: (2026)
Identification via Retinal Vessels Combining LBP and HOG
by: Noori, Ali
Published: (2022)
by: Noori, Ali
Published: (2022)
K-U-KAN: Koopman-Enhanced U-KAN for 3D Dental Reconstruction from a Single Panoramic X-ray Radiograph
by: Parida, Bikram Keshari, et al.
Published: (2026)
by: Parida, Bikram Keshari, et al.
Published: (2026)
Enhancing Histopathological Image Classification via Integrated HOG and Deep Features with Robust Noise Performance
by: Ezuma, Ifeanyi, et al.
Published: (2026)
by: Ezuma, Ifeanyi, et al.
Published: (2026)
ViT-NeBLa: A Hybrid Vision Transformer and Neural Beer-Lambert Framework for Single-View 3D Reconstruction of Oral Anatomy from Panoramic Radiographs
by: Parida, Bikram Keshari, et al.
Published: (2025)
by: Parida, Bikram Keshari, et al.
Published: (2025)
Lévy-Leblond Equation and Eisenhart-Duval lift in Koopman-von Neumann Mechanics
by: Parida, Bikram Keshari, et al.
Published: (2023)
by: Parida, Bikram Keshari, et al.
Published: (2023)
Local Binary Pattern(LBP) Optimization for Feature Extraction
by: Sedaghatjoo, Zeinab, et al.
Published: (2024)
by: Sedaghatjoo, Zeinab, et al.
Published: (2024)
On the Complementarity of Quantum and Classical Features: Adaptive Hybrid Quantum-Classical Feature Fusion for Breast Cancer Classification
by: Sobrinho, Yasmin Rodrigues, et al.
Published: (2026)
by: Sobrinho, Yasmin Rodrigues, et al.
Published: (2026)
SAGHOG: Self-Supervised Autoencoder for Generating HOG Features for Writer Retrieval
by: Peer, Marco, et al.
Published: (2024)
by: Peer, Marco, et al.
Published: (2024)
Practical Quantum-Classical Feature Fusion for complex data Classification
by: Alavi, Azadeh, et al.
Published: (2025)
by: Alavi, Azadeh, et al.
Published: (2025)
A Novel Approach to Breast Cancer Histopathological Image Classification Using Cross-Colour Space Feature Fusion and Quantum-Classical Stack Ensemble Method
by: Mallick, Sambit, et al.
Published: (2024)
by: Mallick, Sambit, et al.
Published: (2024)
Universal Relation Between Quantum Entanglement and Particle Transport
by: Bilokon, Elvira, et al.
Published: (2025)
by: Bilokon, Elvira, et al.
Published: (2025)
Multispectral palmprint recognition based on three descriptors: LBP, Shift LBP, and Multi Shift LBP with LDA classifier
by: Aqreerah, Salwua, et al.
Published: (2023)
by: Aqreerah, Salwua, et al.
Published: (2023)
Physics-informed time series analysis with Kolmogorov-Arnold Networks under Ehrenfest constraints
by: Sen, Abhijit, et al.
Published: (2025)
by: Sen, Abhijit, et al.
Published: (2025)
The Birth of Quantum Mechanics and the Dirac Equation
by: Simulik, Volodimir, et al.
Published: (2026)
by: Simulik, Volodimir, et al.
Published: (2026)
Symplectic Split-Operator Propagators from Tridiagonalized Multi-Mode Bosonic Hilbert Spaces for Bose-Hubbard Hamiltonians
by: Bondar, Denys I., et al.
Published: (2026)
by: Bondar, Denys I., et al.
Published: (2026)
The Mass and Velocity of Light from Energy and Momentum Conservation
by: Simulik, Volodimir, et al.
Published: (2025)
by: Simulik, Volodimir, et al.
Published: (2025)
Naipaul: Craving to Revive ‘The Sense of Glory Dead’
by: Amit Tewari
Published: (2017)
by: Amit Tewari
Published: (2017)
Sarcasm Detection on Reddit Using Classical Machine Learning and Feature Engineering
by: Karmaker, Subrata
Published: (2025)
by: Karmaker, Subrata
Published: (2025)
Analysis of Convolutional Neural Network-based Image Classifications: A Multi-Featured Application for Rice Leaf Disease Prediction and Recommendations for Farmers
by: Paneru, Biplov, et al.
Published: (2024)
by: Paneru, Biplov, et al.
Published: (2024)
LBP CTD of plants
by: Alelaimat, Abdul Kareem
Published: (2026)
by: Alelaimat, Abdul Kareem
Published: (2026)
Fusion-SSAT: Unleashing the Potential of Self-supervised Auxiliary Task by Feature Fusion for Generalized Deepfake Detection
by: Reddy, Shukesh, et al.
Published: (2026)
by: Reddy, Shukesh, et al.
Published: (2026)
Topological phase transition through tunable nearest-neighbor interactions in a one-dimensional lattice
by: Parida, Rajashri, et al.
Published: (2025)
by: Parida, Rajashri, et al.
Published: (2025)
Uncomputability and complexity of quantum control
by: Bondar, Denys I., et al.
Published: (2019)
by: Bondar, Denys I., et al.
Published: (2019)
HOG-CNN: Integrating Histogram of Oriented Gradients with Convolutional Neural Networks for Retinal Image Classification
by: Ahmed, Faisal
Published: (2025)
by: Ahmed, Faisal
Published: (2025)
The Particle in a Box in Koopman--von Neumann Mechanics: A Hilbert Space representation of Classical Mechanics
by: Sen, Abhijit, et al.
Published: (2025)
by: Sen, Abhijit, et al.
Published: (2025)
Fusion of Foundation and Vision Transformer Model Features for Dermatoscopic Image Classification
by: Mahbod, Amirreza, et al.
Published: (2025)
by: Mahbod, Amirreza, et al.
Published: (2025)
FECT: Classification of Breast Cancer Pathological Images Based on Fusion Features
by: Hao, Jiacheng, et al.
Published: (2025)
by: Hao, Jiacheng, et al.
Published: (2025)
Adaptive Gating‐Enhanced Multi‐Feature Fusion for Zooplankton Image Classification
by: Nan An, et al.
Published: (2025)
by: Nan An, et al.
Published: (2025)
All You Need is Amplifier: Spectral Imposters Without Pulse Shaping
by: Bilokon, Valeriia, et al.
Published: (2026)
by: Bilokon, Valeriia, et al.
Published: (2026)
Scalable Image Coding for Humans and Machines Using Feature Fusion Network
by: Shindo, Takahiro, et al.
Published: (2024)
by: Shindo, Takahiro, et al.
Published: (2024)
Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration
by: Wu, Jiawei, et al.
Published: (2025)
by: Wu, Jiawei, et al.
Published: (2025)
FUSECAPS: Investigating Feature Fusion Based Framework for Capsule Endoscopy Image Classification
by: Chakraborty, Bidisha, et al.
Published: (2024)
by: Chakraborty, Bidisha, et al.
Published: (2024)
Automated Vigilance State Classification in Rodents Using Machine Learning and Feature Engineering
by: Jajee, Sankalp, et al.
Published: (2025)
by: Jajee, Sankalp, et al.
Published: (2025)
Reviving Classical Liberalism Against Populism
by: Karlson, Nils
Published: (2024)
by: Karlson, Nils
Published: (2024)
Reviving Classical Liberalism Against Populism
by: Karlson, Nils
Published: (2024)
by: Karlson, Nils
Published: (2024)
Asymmetric Feature Fusion for Image Retrieval
by: Wu, Hui, et al.
Published: (2024)
by: Wu, Hui, et al.
Published: (2024)
Similar Items
-
Geometric Kolmogorov--Arnold Network (GeoKAN)
by: Sen, Abhijit, et al.
Published: (2026) -
Input-Output Optics as a Causal Time Series Mapping: A Generative Machine Learning Solution
by: Sen, Abhijit, et al.
Published: (2024) -
Physics Informed Kolmogorov-Arnold Neural Networks for Dynamical Analysis via Efficent-KAN and WAV-KAN
by: Patra, Subhajit, et al.
Published: (2024) -
From Classical to Quantum Reinforcement Learning and Its Applications in Quantum Control: A Beginner's Tutorial
by: Sen, Abhijit, et al.
Published: (2026) -
Identification via Retinal Vessels Combining LBP and HOG
by: Noori, Ali
Published: (2022)