A Review of Pulse-Coupled Neural Network Applications in Computer Vision and Image Processing
Fuente:
arXiv
Saved in:
| Main Authors: | Rafi, Nurul, Rivas, Pablo |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Pulling Back the Curtain on Deep Networks
by: Satkiewicz, Maciej, et al.
Published: (2025)
by: Satkiewicz, Maciej, et al.
Published: (2025)
Advancing the Biological Plausibility and Efficacy of Hebbian Convolutional Neural Networks
by: Nimmo, Julian Jimenez, et al.
Published: (2025)
by: Nimmo, Julian Jimenez, et al.
Published: (2025)
Learned Neural Physics Simulation for Articulated 3D Human Pose Reconstruction
by: Andriluka, Mykhaylo, et al.
Published: (2024)
by: Andriluka, Mykhaylo, et al.
Published: (2024)
Frequency Cam: Imaging Periodic Signals in Real-Time
by: Pfrommer, Bernd
Published: (2022)
by: Pfrommer, Bernd
Published: (2022)
NITRO-D: Native Integer-only Training of Deep Convolutional Neural Networks
by: Pirillo, Alberto, et al.
Published: (2024)
by: Pirillo, Alberto, et al.
Published: (2024)
High-Throughput Phenotyping using Computer Vision and Machine Learning
by: Singhvi, Vivaan, et al.
Published: (2024)
by: Singhvi, Vivaan, et al.
Published: (2024)
Alternating Gradient Flow Utility: A Unified Metric for Structural Pruning and Dynamic Routing in Deep Networks
by: Qian, Tianhao, et al.
Published: (2026)
by: Qian, Tianhao, et al.
Published: (2026)
Graph Expansion in Pruned Recurrent Neural Network Layers Preserve Performance
by: Kalra, Suryam Arnav, et al.
Published: (2024)
by: Kalra, Suryam Arnav, et al.
Published: (2024)
Self-Distillation Learning Based on Temporal-Spatial Consistency for Spiking Neural Networks
by: Zuo, Lin, et al.
Published: (2024)
by: Zuo, Lin, et al.
Published: (2024)
A Bird Song Detector for improving bird identification through Deep Learning: a case study from Doñana
by: Márquez-Rodríguez, Alba, et al.
Published: (2025)
by: Márquez-Rodríguez, Alba, et al.
Published: (2025)
Application of Generative Adversarial Network (GAN) for Synthetic Training Data Creation to improve performance of ANN Classifier for extracting Built-Up pixels from Landsat Satellite Imagery
by: Mukherjee, Amritendu, et al.
Published: (2025)
by: Mukherjee, Amritendu, et al.
Published: (2025)
FunKAN: Functional Kolmogorov-Arnold Network for Medical Image Enhancement and Segmentation
by: Penkin, Maksim, et al.
Published: (2025)
by: Penkin, Maksim, et al.
Published: (2025)
An Improved Chicken Swarm Optimization Algorithm for Handwritten Document Image Enhancement
by: Mugisha, Stanley, et al.
Published: (2024)
by: Mugisha, Stanley, et al.
Published: (2024)
Growing Cosine Unit: A Novel Oscillatory Activation Function That Can Speedup Training and Reduce Parameters in Convolutional Neural Networks
by: Noel, Mathew Mithra, et al.
Published: (2021)
by: Noel, Mathew Mithra, et al.
Published: (2021)
CMTNet: Convolutional Meets Transformer Network for Hyperspectral Images Classification
by: Guo, Faxu, et al.
Published: (2024)
by: Guo, Faxu, et al.
Published: (2024)
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging
by: Ouyang, Shuyi, et al.
Published: (2024)
by: Ouyang, Shuyi, et al.
Published: (2024)
Exploring Zero-Shot Anomaly Detection with CLIP in Medical Imaging: Are We There Yet?
by: Marzullo, Aldo, et al.
Published: (2024)
by: Marzullo, Aldo, et al.
Published: (2024)
Comparison Study: Glacier Calving Front Delineation in Synthetic Aperture Radar Images With Deep Learning
by: Gourmelon, Nora, et al.
Published: (2025)
by: Gourmelon, Nora, et al.
Published: (2025)
CLAPS: A CLIP-Unified Auto-Prompt Segmentation for Multi-Modal Retinal Imaging
by: Zhao, Zhihao, et al.
Published: (2025)
by: Zhao, Zhihao, et al.
Published: (2025)
SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter Convolution
by: Nian, Bingkun, et al.
Published: (2023)
by: Nian, Bingkun, et al.
Published: (2023)
Sparse Anatomical Prompt Semi-Supervised Learning with Masked Image Modeling for CBCT Tooth Segmentation
by: Dai, Pengyu, et al.
Published: (2024)
by: Dai, Pengyu, et al.
Published: (2024)
Learning Image-based Tree Crown Segmentation from Enhanced Lidar-based Pseudo-labels
by: Pesonen, Julius, et al.
Published: (2026)
by: Pesonen, Julius, et al.
Published: (2026)
Learn&Drop: Fast Learning of CNNs based on Layer Dropping
by: Cruciata, Giorgio, et al.
Published: (2026)
by: Cruciata, Giorgio, et al.
Published: (2026)
Assisted Refinement Network Based on Channel Information Interaction for Camouflaged and Salient Object Detection
by: Wang, Kuan, et al.
Published: (2025)
by: Wang, Kuan, et al.
Published: (2025)
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation
by: Li, Xinze, et al.
Published: (2024)
by: Li, Xinze, et al.
Published: (2024)
Prototype Contrastive Consistency Learning for Semi-Supervised Medical Image Segmentation
by: He, Shihuan, et al.
Published: (2025)
by: He, Shihuan, et al.
Published: (2025)
HOSC: A Periodic Activation Function for Preserving Sharp Features in Implicit Neural Representations
by: Serrano, Danzel, et al.
Published: (2024)
by: Serrano, Danzel, et al.
Published: (2024)
Evolving to the Aesthetics of a Vision-Language Model
by: Krol, Stephen James, et al.
Published: (2026)
by: Krol, Stephen James, et al.
Published: (2026)
HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training
by: Tang, Fenghe, et al.
Published: (2024)
by: Tang, Fenghe, et al.
Published: (2024)
Nano1D: An accurate Computer Vision software for analysis and segmentation of low-dimensional nanostructures
by: Moradpur-Tari, Ehsan, et al.
Published: (2023)
by: Moradpur-Tari, Ehsan, et al.
Published: (2023)
Hybrid diffusion models: combining supervised and generative pretraining for label-efficient fine-tuning of segmentation models
by: Sauvalle, Bruno, et al.
Published: (2024)
by: Sauvalle, Bruno, et al.
Published: (2024)
Single Tensor Cell Segmentation using Scalar Field Representations
by: Vargas, Kevin I. Ruiz, et al.
Published: (2025)
by: Vargas, Kevin I. Ruiz, et al.
Published: (2025)
Visual Odometry with Neuromorphic Resonator Networks
by: Renner, Alpha, et al.
Published: (2022)
by: Renner, Alpha, et al.
Published: (2022)
SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks
by: Shi, Xinyu, et al.
Published: (2024)
by: Shi, Xinyu, et al.
Published: (2024)
Evaluating Foundation Models' 3D Understanding Through Multi-View Correspondence Analysis
by: Lilova, Valentina, et al.
Published: (2025)
by: Lilova, Valentina, et al.
Published: (2025)
Amodal SAM: A Unified Amodal Segmentation Framework with Generalization
by: Zhang, Bo, et al.
Published: (2026)
by: Zhang, Bo, et al.
Published: (2026)
Multi-centric AI Model for Unruptured Intracranial Aneurysm Detection and Volumetric Segmentation in 3D TOF-MRI
by: Indrakanti, Ashraya K., et al.
Published: (2024)
by: Indrakanti, Ashraya K., et al.
Published: (2024)
PrevMatch: Revisiting and Maximizing Temporal Knowledge in Semi-Supervised Semantic Segmentation
by: Shin, Wooseok, et al.
Published: (2024)
by: Shin, Wooseok, et al.
Published: (2024)
WLC-Net: a robust and fast deep-learning wood-leaf classification method
by: Li, Hanlong, et al.
Published: (2024)
by: Li, Hanlong, et al.
Published: (2024)
Mapping and Classification of Trees Outside Forests using Deep Learning
by: Lucas, Moritz, et al.
Published: (2025)
by: Lucas, Moritz, et al.
Published: (2025)
Similar Items
-
Pulling Back the Curtain on Deep Networks
by: Satkiewicz, Maciej, et al.
Published: (2025) -
Advancing the Biological Plausibility and Efficacy of Hebbian Convolutional Neural Networks
by: Nimmo, Julian Jimenez, et al.
Published: (2025) -
Learned Neural Physics Simulation for Articulated 3D Human Pose Reconstruction
by: Andriluka, Mykhaylo, et al.
Published: (2024) -
Frequency Cam: Imaging Periodic Signals in Real-Time
by: Pfrommer, Bernd
Published: (2022) -
NITRO-D: Native Integer-only Training of Deep Convolutional Neural Networks
by: Pirillo, Alberto, et al.
Published: (2024)