A Dictionary Learning Method for Sparse Representation Using a Homotopy Approach. - Milad Niknejad; Mostafa Sadeghi; Massoud Babaie-Zadeh; Hossein Rabbani; Christian Jutten (LVA/ICA, 2015)

Image interpolation using Gaussian Mixture Models with spatially constrained patch clustering. - Milad Niknejad; Hossein Rabbani; Massoud Babaie-Zadeh; Christian Jutten (ICASSP, 2015)

Image Restoration Using Gaussian Mixture Models With Spatially Constrained Patch Clustering. - Milad Niknejad; Hossein Rabbani; Massoud Babaie-Zadeh (IEEE Trans. Image Process., 2015)

Class-specific image denoising using importance sampling. - Milad Niknejad; José M. Bioucas-Dias; Mário A. T. Figueiredo (ICIP, 2017)

Class-specific poisson denoising by patch-based importance sampling. - Milad Niknejad; José M. Bioucas-Dias; Mário A. T. Figueiredo (ICIP, 2017)

Poisson Image Denoising Using Best Linear Prediction: a Post-Processing Framework. - Milad Niknejad; Mário A. T. Figueiredo (EUSIPCO, 2018)

Image Restoration Using Conditional Random Fields and Scale Mixtures of Gaussians. - Milad Niknejad; José M. Bioucas-Dias; Mário A. T. Figueiredo (CoRR, 2018)

External Patch-Based Image Restoration Using Importance Sampling. - Milad Niknejad; José M. Bioucas-Dias; Mário A. T. Figueiredo (IEEE Trans. Image Process., 2019)

Attention on Classification for Fire Segmentation. - Milad Niknejad; Alexandre Bernardino (ICMLA, 2021)

Weakly-supervised fire segmentation by visualizing intermediate CNN layers. - Milad Niknejad; Alexandre Bernardino (CoRR, 2021)

Weakly Supervised Fire and Smoke Segmentation in Forest Images with CAM and CRF. - Bernardo Amaral; Milad Niknejad; Catarina Barata; Alexandre Bernardino (ICPR, 2022)

Forest Fires Identification Using Self-Supervised Learning. - Sara Fernandes; Milad Niknejad; Catarina Barata; Alexandre Bernardino (ICPR Workshops (2), 2022)

An Adversarial Method for Semi-supervised Segmentation of Smoke and Fire in Images. - Lisa Kuhlmann; Milad Niknejad; Catarina Barata; Alexandre Bernardino; Gefei Zhang (ICPR Workshops (2), 2022)

Scalable Fire and Smoke Segmentation from Aerial Images Using Convolutional Neural Networks and Quad-Tree Search. - Gonçalo Perrolas; Milad Niknejad; Ricardo A. Ribeiro; Alexandre Bernardino (Sensors, 2022)