Publications

Texture Analysis Visualization

Texture Analysis of Lung Cell Morphology After Nanoparticle Exposure

A. Mohan, T. Jefferis, C. Sayes, J. Peeples

SPIE Conference Proceedings, 2024 (Under Review)

Introduced a novel method for quantifying and analyzing cellular texture changes caused by nanoparticle exposure using advanced texture features.

Lacunarity Pooling Visualization

Lacunarity Pooling Layers for Plant Image Classification using Texture Analysis

A. Mohan and J. Peeples

CVPR 2024 IEEE/CVF Computer Vision and Pattern Recognition Vision for Agriculture Workshop (Accepted)

Introduced a novel pooling technique to improve plant image classification by leveraging texture information.

STN-YOLO Visualization

Spatial Transformer Network YOLO Model for Agricultural Object Detection

Y. Zambre, E. Rajkitkul, A. Mohan, J. Peeples

IEEE ICMLA 2024 : 23rd International Conference on Machine Learning and Applications

IEEE

Proposed an innovative integration of Spatial Transformer Networks (STNs) with the YOLO object detection model.

XAI Visualization

Quantitative Analysis of Primary Attribution Explainable AI Methods for Remote Sensing Image Classification

A. Mohan and J. Peeples

IEEE 2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

Conducted a comprehensive analysis of XAI methods for improving interpretability in remote sensing applications.

Netlist Generation Visualization

Generation of Netlist from a Hand drawn Circuit through Image Processing and Machine Learning

Akshatha Mohan, A. Mohan, B Indushree, M Malavikaa, CP Narendra

IEEE 2022 2nd International Conference on Artificial Intelligence and Signal Processing (AISP)

Developed an innovative approach to convert hand-drawn circuits into netlists using image processing and machine learning techniques.