Farhan Akram

43 papers B 1Misc 2Journal 26Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-Scale Feature and Prompt Learning for Few-Shot Medical Image Anomaly Detection.
IEEE Access
Asim Niaz, Muhammad Umraiz, Syed Farhan Alam Zaidi, Hyun Chul Song, Farhan Akram, Kwang Nam Choi
2026 J jnl
Synthesis-guided unsupervised anomaly detection in industrial images with large language model-driven analysis.
Neural Comput. Appl.
Asim Niaz, Muhammad Umraiz, Syed Farhan Alam Zaidi, Farhan Akram, Kwang Nam Choi
2025 J jnl
Evaluating Open-Weight Large Language Models for Structured Data Extraction from Narrative Medical Reports Across Multiple Use Cases and Languages.
CoRR
Douwe J. Spaanderman, Karthik Prathaban, Petr Zelina, Kaouther Mouheb, Lukás Hejtmánek, Matthew Marzetti, Antonius W. Schurink, Damian Chan, Ruben Niemantsverdriet, Frederik Hartmann, Zhen Qian, Maarten G. Thomeer, Petr Holub, Farhan Akram, Frank J. Wolters, Meike W. Vernooij, Cornelis Verhoef, Esther E. Bron, Vít Novácek, Dirk J. Grünhagen, Wiro J. Niessen, Martijn P. A. Starmans, Stefan Klein
2025 — conf
From Reports to Relations: Large Language Models for Knowledge Graph Extraction in Digital Pathology.
ELAMI@MICCAI
Karthik Prathaban, Farhan Akram, Stefan Klein, Martijn P. A. Starmans
2023 J jnl
Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review.
CoRR
Chuang Zhu, Shengjie Liu, Feng Xu, Zekuan Yu, Arpit Aggarwal, Germán Corredor, Anant Madabhushi, Qixun Qu, Hongwei Fan, Fangda Li, Yueheng Li, Xianchao Guan, Yongbing Zhang, Vivek Kumar Singh, Farhan Akram, Md. Mostafa Kamal Sarker, Zhongyue Shi, Mulan Jin
2021 J jnl
Active Contour Model for Image Segmentation With Dilated Convolution Filter.
IEEE Access
Usman Asim, Ehtesham Iqbal, Aditi Joshi, Farhan Akram, Kwang Nam Choi
2021 J jnl
Active contour model with adaptive weighted function for robust image segmentation under biased conditions.
Expert Syst. Appl.
Aditi Joshi, Mohammed Saquib Khan, Asim Niaz, Farhan Akram, Hyun Chul Song, Kwang Nam Choi
2021 J jnl
SLSNet: Skin lesion segmentation using a lightweight generative adversarial network.
Expert Syst. Appl.
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Vivek Kumar Singh, Syeda Furruka Banu, Forhad U. H. Chowdhury, Kabir Ahmed Choudhury, Sylvie Chambon, Petia Radeva, Domenec Puig, Mohamed Abdel-Nasser
2020 J jnl
Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network.
Expert Syst. Appl.
Vivek Kumar Singh, Hatem A. Rashwan, Santiago Romaní, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Meritxell Arenas, Miguel Arquez, Domenec Puig, Jordina Torrents-Barrena
2020 J jnl
Breast tumor segmentation in ultrasound images using contextual-information-aware deep adversarial learning framework.
Expert Syst. Appl.
Vivek Kumar Singh, Mohamed Abdel-Nasser, Farhan Akram, Hatem A. Rashwan, Md. Mostafa Kamal Sarker, Nidhi Pandey, Santiago Romaní, Domenec Puig
2019 J jnl
Adversarial Learning with Multiscale Features and Kernel Factorization for Retinal Blood Vessel Segmentation.
CoRR
Farhan Akram, Vivek Kumar Singh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Md. Mostafa Kamal Sarker, Nidhi Pandey, Domenec Puig
2019 J jnl
An Efficient Solution for Breast Tumor Segmentation and Classification in Ultrasound Images Using Deep Adversarial Learning.
CoRR
Vivek Kumar Singh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Md. Mostafa Kamal Sarker, Farhan Akram, Nidhi Pandey, Santiago Romaní, Domenec Puig
2019 J jnl
FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-Scale Features and Factorized Channel Attention.
IEEE Access
Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Alain Lalande, Benoit Presles, Santiago Romaní, Domenec Puig
2019 B conf
Fence GAN: Towards Better Anomaly Detection.
ICTAI
Cuong Phuc Ngo, Amadeus Aristo Winarto, Connie Khor Li Kou, Sojeong Park, Farhan Akram, Hwee Kuan Lee
2019 J jnl
Fence GAN: Towards Better Anomaly Detection.
CoRR
Cuong Phuc Ngo, Amadeus Aristo Winarto, Connie Khor Li Kou, Sojeong Park, Farhan Akram, Hwee Kuan Lee
2019 — conf
Mass Detection in Mammograms Using a Robust Deep Learning Model.
CCIA
Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Rami Haffar, Nidhi Pandey, Md. Mostafa Kamal Sarker, Sebastian Kohan, Josep Guma, Santiago Romaní, Domenec Puig
2019 J jnl
MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network.
CoRR
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Syeda Furruka Banu, Farhan Akram, Forhad U. H. Chowdhury, Kabir Ahmed Choudhury, Sylvie Chambon, Petia Radeva, Domenec Puig
2019 J jnl
Recognizing Food Places in Egocentric Photo-Streams Using Multi-Scale Atrous Convolutional Networks and Self-Attention Mechanism.
IEEE Access
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig
2018 — conf
Brain MR Image Segmentation Using Multiphase Active Contours Based on Local and Global Fitted Images.
CCIA
Farhan Akram, Vivek Kumar Singh, Md. Mostafa Kamal Sarker, Miguel Ángel García, Domenec Puig
2018 J jnl
Breast Mass Segmentation and Shape Classification in Mammograms Using Deep Neural Networks.
CoRR
Vivek Kumar Singh, Hatem A. Rashwan, Santiago Romaní, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Meritxell Arenas, Miguel Arquez, Domenec Puig, Jordina Torrents-Barrena
2018 — conf
Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification.
MICCAI (2)
Vivek Kumar Singh, Santiago Romaní, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Saddam Abdulwahab, Jordina Torrents-Barrena, Adel Saleh, Miguel Arquez, Meritxell Arenas, Domenec Puig
2018 J jnl
Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification.
CoRR
Vivek Kumar Singh, Santiago Romaní, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Jordina Torrents-Barrena, Adel Saleh, Meritxell Arenas, Domenec Puig
2018 — conf
Object Recognition Using Deep Neural Network with Distinctive Features.
ICVIP
Hyun Chul Song, Farhan Akram, Kwang Nam Choi
2018 J jnl
REFUGE CHALLENGE 2018-Task 2: Deep Optic Disc and Cup Segmentation in Fundus Images Using U-Net and Multi-scale Feature Matching Networks.
CoRR
Vivek Kumar Singh, Hatem A. Rashwan, Adel Saleh, Farhan Akram, Md. Mostafa Kamal Sarker, Nidhi Pandey, Saddam Abdulwahab
2018 — conf
Retinal Optic Disc Segmentation Using Conditional Generative Adversarial Network.
CCIA
Vivek Kumar Singh, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Saddam Abdulwahab, Najlaa Maaroof, Jordina Torrents-Barrena, Santiago Romaní, Domenec Puig
2018 J jnl
Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network.
CoRR
Vivek Kumar Singh, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Saddam Abdulwahab, Najlaa Maaroof, Santiago Romaní, Domenec Puig
2018 — conf
SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks.
MICCAI (2)
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Syeda Furruka Banu, Adel Saleh, Vivek Kumar Singh, Forhad U. H. Chowdhury, Saddam Abdulwahab, Santiago Romaní, Petia Radeva, Domenec Puig
2018 J jnl
SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks.
CoRR
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Syeda Furruka Banu, Adel Saleh, Vivek Kumar Singh, Forhad U. H. Chowdhury, Saddam Abdulwahab, Santiago Romaní, Petia Radeva, Domenec Puig
2017 — —
Active contours for intensity inhomogeneous image segmentation.
Farhan Akram
2017 — conf
Classification of Breast Cancer Molecular Subtypes from Their Micro-Texture in Mammograms Using a VGGNet-Based Convolutional Neural Network.
CCIA
Vivek Kumar Singh, Santiago Romaní, Jordina Torrents-Barrena, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Meritxell Arenas, Miguel Arquez, Domenec Puig
2017 — conf
FoodPlaces: Learning Deep Features for Food Related Scene Understanding.
CCIA
Md. Mostafa Kamal Sarker, Maria Leyva, Adel Saleh, Vivek Kumar Singh, Farhan Akram, Petia Radeva, Domenec Puig
2017 — conf
Image Segmentation Using Active Contours Driven by Bias Fitted Image Robust to Intensity Inhomogeneity.
CCIA
Farhan Akram, Miguel Ángel García, Vivek Kumar Singh, Nasibeh Saffari, Md. Mostafa Kamal Sarker, Domenec Puig
2017 J jnl
Image denoising feedback framework using split Bregman approach.
Expert Syst. Appl.
Jeong-Heon Kim, Farhan Akram, Kwang Nam Choi
2017 J jnl
Segmentation of Left and Right Ventricles in Cardiac MRI Using Active Contours.
Comput. Math. Methods Medicine
Shafiullah Soomro, Farhan Akram, Asad Munir, Chang Ha Lee, Kwang Nam Choi
2016 J jnl
Active Contours Using Additive Local and Global Intensity Fitting Models for Intensity Inhomogeneous Image Segmentation.
Comput. Math. Methods Medicine
Shafiullah Soomro, Farhan Akram, Jeong-Heon Kim, Toufique Ahmed Soomro, Kwang Nam Choi
2016 — conf
Analysis of Temporal Coherence in Videos for Action Recognition.
ICIAR
Adel Saleh, Mohamed Abdel-Nasser, Farhan Akram, Miguel Ángel García, Domenec Puig
2016 — conf
Exploiting the Kinematic of the Trajectories of the Local Descriptors to Improve Human Action Recognition.
VISIGRAPP (3: VISAPP)
Adel Saleh, Miguel Ángel García, Farhan Akram, Mohamed Abdel-Nasser, Domenec Puig
2015 — conf
Multiphase Region-based Active Contours for Semi-automatic Segmentation of Brain MRI Images.
VISAPP (1)
Farhan Akram, Domenec Puig, Miguel Ángel García, Adel Saleh
2015 J jnl
Segmentation of Regions of Interest Using Active Contours with SPF Function.
Comput. Math. Methods Medicine
Farhan Akram, Jeong-Heon Kim, Chan-Gun Lee, Kwang Nam Choi
2014 J jnl
Segmentation of Intensity Inhomogeneous Brain MR Images Using Active Contours.
Comput. Math. Methods Medicine
Farhan Akram, Jeong-Heon Kim, Han Ul Lim, Kwang Nam Choi
2013 Misc conf
Active Contour Method with Locally Computed Signed Pressure Force Function: An Application to Brain MR Image Segmentation.
ICIG
Farhan Akram, Jeong-Heon Kim, Kwang Nam Choi
2013 J jnl
Multipass Active Contours for an Adaptive Contour Map.
Sensors
Jeong-Heon Kim, Bo-Young Park, Farhan Akram, Byung-Woo Hong, Kwang Nam Choi
2013 Misc conf
Object Tracking Using Maximum Color Distance and Shape Density.
ICIG
Inteck Whoang, Farhan Akram, Jeong-Heon Kim, Kwang Nam Choi