Dr Imran Razzak

STAFF PROFILE

Position

Senior Lecturer, Computer Science

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Geelong Waurn Ponds Campus

Publications

Filter by

2020

Cursive script text recognition in natural scene images: Arabic text complexities

Saad Ahmed, M Razzak, Rubiyah Yusof

(2020), Singapore, A1-1

book

Refining Parkinson's neurological disorder identification through deep transfer learning

A Naseer, M Rani, S Naz, M Razzak, M Imran, G Xu

(2020), Vol. 32, pp. 839-854, Neural computing and applications, Cham, Switzerland, C1-1

journal article

Integrating joint feature selection into subspace learning: a formulation of 2DPCA for outliers robust feature selection

Imran Razzak, Raghib Saris, Michael Blumenstein, Guandong Xu

(2020), Vol. 121, pp. 441-451, Neural networks, Amsterda, The Netherlands, C1-1

journal article

Deep optical character recognition: a case of Pashto language

Shizza Zahoor, Saeeda Naz, Naila Khan, Muhammad Razzak

(2020), Vol. 29, pp. 1-18, Journal of electronic imaging, Bellingham, Wash., C1

journal article

Deep OCR for Arabic script?based language like Pastho

Saeeda Naz, Naila Khan, Shizza Zahoor, Muhammad Razzak

(2020), pp. 1-11, Expert Systems, London, Eng., C1

journal article

Randomized nonlinear one-class support vector machines with bounded loss function to detect of outliers for large scale IoT data

Imran Razzak, Khurram Zafar, Muhammad Imran, Guandong Xu

(2020), Vol. 112, pp. 715-723, Future generation computer systems, Amsterdam, The Netherlands, C1

journal article

Transformer based deep intelligent contextual embedding for twitter sentiment analysis

Usman Naseem, Imran Razzak, Katarzyna Musial, Muhammad Imran

(2020), Vol. 113, pp. 58-69, Future generation computer systems, Amsterdam, The Netherlands, C1

journal article

A Two-Phase Approach for Semi-Supervised Feature Selection

Amit Saxena, Shreya Pare, Mahendra Meena, Deepak Gupta, Akshansh Gupta, Imran Razzak, Chin-Teng Lin, Mukesh Prasad

(2020), Vol. 13, pp. 1-20, Algorithms, Basel, Switzerland, C1

journal article

EveSense: What Can You Sense from Twitter?

Zafar Saeed, Rabeeh Abbasi, Muhammad Razzak

(2020), pp. 491-495, ECIR 2020 : Advances in Information Retrieval : Proceedings of the European Conference on Information Retrieval, Lisbon, Portugal, E1

conference

Skin lesion analysis toward accurate detection of melanoma using multistage fully connected residual network

M Razzak, Ghosia Shoukat, Saeeda Naz, Tariq Khan

(2020), pp. 1-8, IJCNN 2020 : Proceedings of the 2020 International Joint Conference on Neural Networks, Online from Glasgow, Scotland, E1

conference

Cooperative evolution Multiclass Support Matrix Machines

Imran Razzak

(2020), pp. 1-8, IJCNN 2020 : Proceedings of the 2020 International Joint Conference on Neural Networks, Online from Glasgow, Scotland, E1

conference

One-class support tensor machines with bounded hinge loss function for anomaly detection

M Razzak, Tariq Khan

(2020), pp. 1-8, IJCNN 2020 : Proceedings of the 2020 International Joint Conference on Neural Networks, Online from Glasgow, Scotland, E1

conference
2019

An application of deep learning in character recognition: an overview

S Saeed, S Naz, M Razzak

(2019), Vol. 136, pp. 53-81, Handbook of deep learning applications, Cham, Switzerland, B1-1

book chapter

A deep learning-based framework for automatic brain tumors classification using transfer learning

A Rehman, S Naz, M Razzak, F Akram, M Imran

(2019), Vol. 39, pp. 757-775, Circuits, systems and signal processing, Cham, Switzerland, C1-1

journal article

Big data analytics for preventive medicine

M Razzak, M Imran, G Xu

(2019), Neural computing and applications, Cham, Switzerland, C1-1

journal article

A novel dataset for English-Arabic scene text recognition (EASTR)-42K and its evaluation using invariant feature extraction on detected extremal regions

S Ahmed, S Naz, M Razzak, R Yusof

(2019), Vol. 7, pp. 19801-19820, IEEE access, Piscataway, N.J., C1-1

journal article

Writer identification using machine learning approaches: a comprehensive review

A Rehman, S Naz, M Razzak

(2019), Vol. 78, pp. 10889-10931, Multimedia tools and applications, Cham, Switzerland, C1-1

journal article

Arabic cursive text recognition from natural scene images

S Ahmed, S Naz, M Razzak, R Yusof

(2019), Vol. 9, Applied sciences, Basel, Switzerland, C1-1

journal article

Efficient brain tumor segmentation with multiscale two-pathway-group conventional neural networks

M Razzak, M Imran, G Xu

(2019), Vol. 23, pp. 1911-1919, IEEE journal of biomedical and health informatics, Piscataway, N.J., C1-1

journal article

Automatic visual features for writer identification: a deep learning approach

A Rehman, S Naz, M Razzak, I Hameed

(2019), Vol. 7, pp. 17149-17157, IEEE access, Piscataway, N.J., C1-1

journal article

Handwritten Urdu character recognition using one-dimensional BLSTM classifier

S Ahmed, S Naz, S Swati, M Razzak

(2019), Vol. 31, pp. 1143-1151, Neural computing and applications, Cham, Switzerland, C1-1

journal article

Enhanced heartbeat graph for emerging event detection on Twitter using time series networks

Z Saeed, R Abbasi, I Razzak, O Maqbool, A Sadaf, G Xu

(2019), Vol. 136, pp. 115-132, Expert systems with applications, Amsterdam, The Netherlands, C1-1

journal article

Multiclass support matrix machines by maximizing the inter-class margin for single trial EEG classification

I Razzak, M Blumenstein, G Xu

(2019), Vol. 27, pp. 1117-1127, IEEE transactions on neural systems and rehabilitation engineering, Piscataway, N.J., C1-1

journal article

Evaluation of handwritten Urdu text by integration of MNIST dataset learning experience

Saad Ahmed, Ibrahim Hameed, Saeeda Naz, Muhammad Razzak, Rubiyah Yusof

(2019), Vol. 7, pp. 153566-153578, IEEE access, Piscataway, N.J., C1-1

journal article

What's happening around the world? A survey and framework on event detection techniques on Twitter

Zafar Saeed, Rabeeh Abbasi, Onaiza Maqbool, Abida Sadaf, Imran Razzak, Ali Daud, Naif Aljohani, Guandong Xu

(2019), Vol. 17, pp. 279-312, Journal of grid computing, Cham, Switzerland, C1-1

journal article

Robust sparse representation and multiclass support matrix machines for the classification of motor imagery EEG signals

Imran Razzak, Ibrahim A. Hameed, Guandong Xu

(2019), Vol. 7, IEEE journal of translational engineering in health and medicine, Piscataway, N.J., C1-1

journal article
2018

Automated pathology image analysis

S Shirazi, S Naz, M Razzak, A Umar, A Zaib

(2018), pp. 13-29, Soft computing based medical image analysis, Amsterdam, The Netherlands, B1-1

book chapter

Deep learning for medical image processing: overview, challenges and the future

M Razzak, S Naz, A Zaib

(2018), Vol. 26, pp. 323-350, Classification in BioApps: Automation of Decision Making, Cham, Switzerland, B1-1

book chapter

Extreme learning machine based microscopic red blood cells classification

S Shirazi, A Umar, N Haq, S Naz, M Razzak, A Zaib

(2018), Vol. 21, pp. 691-701, Cluster computing, Cham, Switzerland, C1-1

journal article

Statistical features extraction for character recognition using recurrent neural network

S Naz, A Umar, S Ahmed, R Ahmad, S Shirazi, M Razzak, A Zaman

(2018), Vol. 34, pp. 47-53, Pakistan journal of statistics, Lahore, Pakistan, C1-1

journal article

Cursive scene text analysis by deep convolutional linear pyramids

S Ahmed, S Naz, M Razzak, R Yusof

(2018), Vol. 11301, pp. 307-318, ICONIP 2018 : International Conference on Neural Information Processing, Siem Reap, Cambodia, E1-1

conference

Robust 2D joint sparse principal component analysis with f-norm minimization for sparse modelling: 2D-RJSPCA

M Razzak, R Saris, M Blumenstein, G Xu

(2018), Vol. 2018-July, IJCNN 2018 : International Joint Conference on Neural Networks, Rio de Janeiro, Brazil, E1-1

conference

Text stream to temporal network - a dynamic heartbeat graph to detect emerging events on twitter

Z Saeed, R Abbasi, A Sadaf, M Razzak, G Xu

(2018), Vol. 10938, pp. 534-545, PAKDD 2018: Advances in Knowledge Discovery and Data Mining : Pacific-Asia Conference on Knowledge Discovery and Data Mining, Melbourne, Australia, E1-1

conference
2017

Urdu Nastaliq recognition using convolutional-recursive deep learning

S Naz, A Umar, R Ahmad, I Siddiqi, S Ahmed, M Razzak, F Shafait

(2017), Vol. 243, pp. 80-87, Neurocomputing, Amsterdam, The Netherlands, C1-1

journal article

Urdu Nasta'liq text recognition system based on multi-dimensional recurrent neural network and statistical features

S Naz, A Umar, R Ahmad, S Ahmed, S Shirazi, M Razzak

(2017), Vol. 28, pp. 219-231, Neural computing and applications, London, Eng., C1-1

journal article

UCOM offline dataset-an Urdu handwritten dataset generation

S Bin Ahmed, S Naz, S Swati, I Razzak, A Umar, A Ali Khan

(2017), Vol. 14, pp. 239-245, The international Arab journal of information technology, Zarqa, Jordan, C1-1

journal article

Microscopic blood smear segmentation and classification using deep contour aware CNN and extreme machine learning

M Razzak, S Naz

(2017), Vol. 2017-July, pp. 801-807, CVPRW 2017 : IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Honolulu, Hawaii, E1-1

conference

Deep learning based isolated Arabic scene character recognition

Saad Ahmed, Saeeda Naz, Muhammad Razzak, Rubiyah Yousaf

(2017), pp. 46-51, ASAR 2017 : 1st International Workshop on Arabic Script Analysis and Recognition, Nancy, France, E1-1

conference
2016

Urdu Nasta'liq text recognition using implicit segmentation based on multi-dimensional long short term memory neural networks

S Naz, A Umar, R Ahmed, M Razzak, S Rashid, F Shafait

(2016), Vol. 5, pp. 1-16, SpringerPlus, London, Eng., C1-1

journal article

An ontology-based system to predict hospital readmission within 30 days

H Ghamdi, R Alshammari, M Razzak

(2016), Vol. 9, pp. 236-244, International journal of healthcare management, Abingdon, Eng., C1-1

journal article

Developing ontology for RFID based infant protection system

A Al Asaimi, M Razzak, R Alshammari

(2016), Vol. 22, pp. 2759-2763, Advanced Science Letters, Stevenson Ranch, Calif., C1-1

journal article

Blood bank control system: An ontology

E Al Moamary, R Alshammari, M Razzak

(2016), Vol. 22, pp. 2822-2826, Advanced Science Letters, Stevenson Ranch, Calif., C1-1

journal article

Efficient leukocyte segmentation and recognition in peripheral blood image

S Shirazi, A Umar, S Naz, M Razzak

(2016), Vol. 24, pp. 335-347, Technology and health care, Amsterdam, The Netherlands, C1-1

journal article

Offline cursive Urdu-Nastaliq script recognition using multidimensional recurrent neural networks

S Naz, A Umar, R Ahmad, S Ahmed, S Shirazi, I Siddiqi, M Razzak

(2016), Vol. 177, pp. 228-241, Neurocomputing, Amsterdam, The Netherlands, C1-1

journal article

Evaluation of cursive and non-cursive scripts using recurrent neural networks

S Ahmed, S Naz, M Razzak, S Rashid, M Afzal, T Breuel

(2016), Vol. 27, pp. 603-613, Neural computing and applications, London, Eng., C1-1

journal article

Segmentation techniques for recognition of Arabic-like scripts: a comprehensive survey

S Naz, A Umar, S Shirazi, S Ahmed, M Razzak, I Siddiqi

(2016), Vol. 21, pp. 1225-1241, Education and information technologies, New York, N.Y., C1-1

journal article

An ontology-based framework aiming to support cardiac rehabilitation program

M Waqialla, M Razzak

(2016), KES2016 : 20th International Conference on Knowledge Based and Intelligent Information and Engineering Systems, York, England, E1-1

conference

Zoning features and 2DLSTM for urdu text-line recognition

S Naz, S Ahmed, R Ahmad, M Razzak

(2016), KES2016 : 20th International Conference on Knowledge Based and Intelligent Information and Engineering Systems, York, England, E1-1

conference

The minutiae based latent fingerprint recognition system

S Ahmed, M Razzak, B Alhaqbani

(2016), Vol. March-2016, Proceedings of the 2016 International Conference on Internet of things and Cloud Computing, Cambridge, England, E1-1

conference

Balinese character recognition using bidirectional LSTM classifier

S Ahmed, S Naz, M Razzak, T Breuel

(2016), Vol. 387, pp. 201-211, MALSIP 2015 : Advances in Machine Learning and Signal Processing, Ho Chi Minh City, Vietnam, E1-1

conference
2015

Adaptive filtering algorithms for channel equalization in wireless communication

L Mahmood, S Shirazi, S Naz, S Shirazi, M Razzak, A Umar, S Ashraf

(2015), Vol. 8, Indian journal of science and technology, Chennai, India, C1-1

journal article

Multilevel fusion for fast online signature recognition using multi-section VQ and time modelling

M Razzak, B Alhaqbani

(2015), Vol. 26, pp. 1117-1127, Neural computing and applications, Cham, Switzerland, C1-1

journal article

Automatic detection of malarial parasite using microscopic blood images

M Razzak, B Alhaqbani

(2015), Vol. 5, pp. 591-598, Journal of medical imaging and health informatics, Valencia, Calif., C1-1

journal article

Accurate microscopic red blood cell image enhancement and segmentation

S Shirazi, A Umar, N Ul Haq, S Naz, M Razzak

(2015), Vol. 9043, pp. 183-192, IWBBIO 2015 : Bioinformatics and Biomedical Engineering, Granada, Spain, E1-1

conference
2014

Middle Eastern character recognition

A Belad, M Razzak

(2014), pp. 427-457, Handbook of document image processing and recognition, London, Eng., B1-1

book chapter

Challenges in baseline detection of arabic script based languages

S Naz, M Razzak, K Hayat, M Anwar, S Khan

(2014), Vol. 542, pp. 181-196, Studies in computational intelligence, Cham, Switzerland, C1-1

journal article

An Ocr system for printed Nasta'liq script: a segmentation based approach

S Naz, A Umar, S Ahmed, S Shirazi, M Razzak, I Siddiqi

(2014), pp. 255-259, 17th IEEE International Multi Topic Conference 2014, Karachi, Pakistan, E1-1

conference

The optical character recognition of Urdu-like cursive scripts

S Naz, K Hayat, M Razzak, M Waqas Anwar, S Madani, S Khan

(2014), Vol. 47, pp. 1229-1248, ICFHR 2012 : International Conference on Frontiers in Handwriting Recognition, Bari, Italy, E1-1

conference
2013

Challenges in baseline detection of cursive script languages

S Naz, K Hayat, M Anwar, H Akbar, M Razzak

(2013), pp. 551-556, 2013 Science and Information Conference, London, England, E1-1

conference

Arabic script based language character recognition: Nasta'liq vs Naskh analysis

S Naz, K Hayat, M Razzak, M Anwar, H Akbar

(2013), WCCIT 2013 : World Congress on Computer and Information Technology, Sousse, Tunisia, E1-1

conference

Arabic script based character segmentation: a review

S Naz, K Hayat, M Razzak, M Anwar, H Akbar

(2013), WCCIT 2013 : World Congress on Computer and Information Technology, Sousse, Tunisia, E1-1

conference
2011

Multimodal biometric recognition based on fusion of low resolution face and finger veins

M Razzak, M Khan, K Alghathbar, R Yusof

(2011), Vol. 7, pp. 4679-4689, International Journal of Innovative Computing, Information and Control, C1

journal article
2010

HMM and fuzzy logic: A hybrid approach for online Urdu script-based languages' character recognition

M Razzak, F Anwar, S Husain, A Belaid, M Sher

(2010), Vol. 23, pp. 914-923, Knowledge-Based Systems, C1

journal article

Funded Projects at Deakin

No Funded Projects at Deakin found

Supervisions

No completed student supervisions to report