Asfak Ali

According to our database, Asfak Ali authored at least 25 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Lightweight Wavelet Group Equivariant Convolution Neural Network for Medical Image Classification.

Asfak Ali, Akash Dutta, Dmitrii I. Kaplun, Sergei Romanov, Ram Sarkar

Int. J. Comput. Intell. Syst., December, 2026

Entanglement-driven learning-based angle-encoded variational quantum neural network for image classification.

Soumyadip Sahoo, Diptarka Mandal, Asfak Ali, Dmitrii I. Kaplun, Sergei Romanov, Ram Sarkar

Quantum Mach. Intell., June, 2026

Embedded Machine Learning-Based IoT for In Situ Soil Fertility Estimation Utilizing Low-Cost Sensors.

Maitree Basu, Asfak Ali, Bijoy C. Ghosh, Joydeep Basu

IEEE Internet Things J., 2026

2025

IW-GAN: Inverse-Wavelet GAN For Haze And Rain Removal.

Asfak Ali, Nonso Nnamoko

Signal Image Video Process., November, 2025

Does Language Model Understand Language?

Suvojit Acharjee, Utathya Aich, Asfak Ali

CoRR, September, 2025

Ego-SLD: A Video Dataset of Egocentric Action Recognition for Bengali Sign Language Detection.

Asfak Ali, Bibek Das, Ahmad Sami Al-Shamayleh, Sujatro Sarkar, Chinmoyee Ray, Sayoni Mandal, Saifuddin Sk, Adnan Akhunzada

Dataset, January, 2025

FDP-Net: Fourier transform guided lightweight depthwise and pointwise dynamic pooling based neural network for medical image classification.

Asfak Ali, Rajdeep Pal, Aishik Paul, Ram Sarkar

Appl. Soft Comput., 2025

D4-Net: Detecting Deepfakes using a Dual-branch Deep Learner.

Om Karmakar, Sk Mohiuddin, Asfak Ali, Dmitrii I. Kaplun, Sergei Romanov, Ram Sarkar

Proceedings of the 3rd International Workshop on Multimodal and Responsible Affective Computing, 2025

A Frequency-Augmented CBAM Attention-Aided YOLOv8 for Object Detection.

Sayani Dhar, Sourajit Maity, Asfak Ali, Dmitrii I. Kaplun, Daria Sidorina, Ram Sarkar

Proceedings of the Fourteenth International Conference on Image Processing, 2025

End-to-End EEG Emotion Recognition via Adaptive Frequency Filtering and Sequential Denoising.

Asfak Ali, Jotiraditya Banerjee, Vyacheslav Gulvanskii, Dmitry I. Kaplun, Ram Sarkar

Proceedings of the 14th International Symposium on Image and Signal Processing and Analysis, 2025

Who Remembers What? Tracing Information Fidelity in Human-AI Chains.

Suvojit Acharjee, Utathya Aich, Diptarka Mandal, Asfak Ali

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

Spectral Representation Learning in Color Space for Deforestation Mapping with Limited Supervision.

Bibek Das, Asfak Ali, Srijan Roy, Sheza Anam, Khalifa Djemal, Sheli Sinha Chaudhuri

Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence, 2025

CTFP: Contrastive Time-Frequency Pretraining Based Representation Learning of Physiological Signals for Emotion Recognition.

Asfak Ali, Annada Dash, Dmitrii I. Kaplun, Sergei Romanov, Ram Sarkar

Proceedings of the Neural Information Processing - 32nd International Conference, 2025

DFU-Net: A Diffusion-Based Fourier Neural Operator-Aided U-Net Model for Medical Image Segmentation in Edge Devices.

Sanchita Das, Asfak Ali, Dmitrii I. Kaplun, Sergei Antonov, Ram Sarkar

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2025, 2025

Group-Equivariant UNet with Self-Supervised Color Space Based Representation Learning for Plant Disease Classification.

Sayoni Mandal, Bibek Das, Asfak Ali, Saptaparna Bagchi, Ayushman Ghosh, Amir-Ali Feiz, Khalifa Djemal, Sheli Sinha Chaudhuri

Proceedings of the 13th European Workshop on Visual Information Processing, 2025

EEG-Based Hybrid Emotion Recognition Model with Statistical-Wavelet Features and Modality-Agnostic Loss.

Asfak Ali, Jotiraditya Banerjee, Debam Saha, Akash Dutta, Friedhelm Schwenker, Ram Sarkar

Proceedings of the Engineering Applications of Neural Networks, 2025

2024

Real-time tracking of moving objects through efficient scale space adaptation and normalized correlation filtering.

Asfak Ali, Avra Ghosh, Sheli Sinha Chaudhuri

Signal Image Video Process., February, 2024

Mobile-UNet GAN: A single-image dehazing model.

Md Sohel Akhtar, Asfak Ali, Sheli Sinha Chaudhuri

Signal Image Video Process., February, 2024

IRUVD: a new still-image based dataset for automatic vehicle detection.

Asfak Ali, Ram Sarkar, Debesh Kumar Das

Multim. Tools Appl., January, 2024

Wavelet-based Auto-Encoder for simultaneous haze and rain removal from images.

Asfak Ali, Ram Sarkar, Sheli Sinha Chaudhuri

Pattern Recognit., 2024

ICPR 2024 Competition on VISual Tracking in Adverse Conditions (VISTAC).

Asfak Ali, Arya Pandit, Shirshendu Mandal, Srinjan Bhattacharjee, Sauptik Maiti, Suvojit Acharjee, Ram Sarkar, Sheli Sinha Chaudhuri, Sos S. Agaian, Khalifa Djemal

Proceedings of the Pattern Recognition. Competitions - 27th International Conference, 2024

2023

LIDN: A novel light invariant image dehazing network.

Asfak Ali, Avra Ghosh, Sheli Sinha Chaudhuri

Eng. Appl. Artif. Intell., November, 2023

Novel parametric based time efficient portable real-time dehazing system.

Avra Ghosh, Asfak Ali, Sangita Roy, Sheli Sinha Chaudhuri

J. Real Time Image Process., April, 2023

Skin Cancer Classification using Levy Stable Based Ensemble and It's Real-Time Implementation on OpenVINO Toolkit.

Moumita Hait, Rajani Das, Asfak Ali, Sheli Sinha Chaudhari, Khalifa Djemal

Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

2022

RNCE: A New Image Segmentation Approach.

Vikash Kumar, Asfak Ali, Sheli Sinha Chaudhuri

Proceedings of the Computer Vision and Machine Intelligence, 2022