Search Results - "Rajpoot, N."

Use of artificial intelligence in diagnosis of head and neck precancerous and cancerous lesions: A systematic review by Mahmood, H., Shaban, M., Indave, B.I., Santos-Silva, A.R., Rajpoot, N., Khurram, S.A.

“…•Early evidence supporting AI for detection of some oral precancerous disorders.•Paucity of evidence using AI for diagnosis of other head and neck…”
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SAMS-NET: Stain-aware multi-scale network for instance-based nuclei segmentation in histology images by Graham, S., Rajpoot, N. M

“…Segmentation of nuclear material in histology slides is an important step in the digital pathology work-flow, due to the ability for nuclei to act as key…”
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FABnet: feature attention-based network for simultaneous segmentation of microvessels and nerves in routine histology images of oral cancer by Fraz, M. M., Khurram, S. A., Graham, S., Shaban, M., Hassan, M., Loya, A., Rajpoot, N. M.

“…Perineural invasion (PNI), lymphovascular invasion (LVI) and tumor angiogenesis have strong correlation with cancer recurrence, metastasis and poor patient…”
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Histopathological Image Analysis: A Review by Gurcan, M.N., Boucheron, L.E., Can, A., Madabhushi, A., Rajpoot, N.M., Yener, B.

“…Over the past decade, dramatic increases in computational power and improvement in image analysis algorithms have allowed the development of powerful…”
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Dense-CaptionNet: a Sentence Generation Architecture for Fine-grained Description of Image Semantics by Khurram, I., Fraz, M. M., Shahzad, M., Rajpoot, N. M.

“…Automatic image captioning, a highly challenging research problem, aims to understand and describe the contents of the complex scene in human understandable…”
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CAN RADAR BACKSCATTER RATIO BE USED TO ESTIMATE NDVI AND ACT AS ITS SUBSTITUTE? – A STUDY OVER WINTER WHEAT CROP IN INDIA by Pandit, A., Sawant, S., Mohite, J., Rajpoot, N., Pappula, S.

“…The Normalised Difference Vegetation Index (NDVI) derived from optical satellite images plays a very important role in determining the state of plants' health…”
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A novel multitarget tracking algorithm for Myosin VI protein molecules on actin filaments in TIRFM sequences by LI, G., SANCHEZ, V., NAGARAJ, P.C.S.B., KHAN, S., RAJPOOT, N.

“…Summary We propose a novel multitarget tracking framework for Myosin VI protein molecules in total internal reflection fluorescence microscopy sequences which…”
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Adaptive wavelet packet basis selection for zerotree image coding by Rajpoot, N.M., Wilson, R.G., Meyer, F.G., Coifman, R.R.

“…Image coding methods based on adaptive wavelet transforms and those employing zerotree quantization have been shown to be successful. We present a general…”
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Adaptive wavelet restoration of noisy video sequences by Rajpoot, N., Yao, Z., Wilson, R.

“…In this paper, we present a novel algorithm for restoration of noisy video sequences. A video sequence is first transformed into an optimal 3D wavelet domain…”
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Radon/ridgelet signature for image authentication by Zhen Yao, Rajpoot, N.

“…In this paper, we describe a novel content-based image signature for authentication using the ridgelet transform. The signature is extracted from the Radon…”
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Why is the Winner the Best? by Reinke, A., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Aubreville, M., Baid, U., Bakas, S., Bano, S., Bernal, J., Bodenstedt, S., Casella, A., Cheplygina, V., Daum, M., De Bruijne, M., Depeursinge, A., Dorent, R., Egger, J., Ellis, D. G., Engelhardt, S., Ghatwary, N., Girard, G., Godau, P., Hansen, L., Heinrich, M., Heller, N., Hering, A., Huaulme, A., Kavur, A. E., Kozubek, M., Li, J., Li, H., Ma, J., Martin-Isla, C., Menze, B., Noble, A., Oreiller, V., Padoy, N., Pati, S., Payette, K., Radsch, T., Rafael-Patino, J., Bawa, V. Singh, Speidel, S., Sudre, C. H., Van Wijnen, K., Wagner, M., Wei, D., Yamlahi, A., Yap, M. H., Yuan, C., Zenk, M., Zimmerer, D., Brtingel, R., Dou, Q., Ezhov, I., Friedrich, C. M., Fuller, C., Galdran, A., Faura, A. Garcia, Grammatikopoulou, M., Hong, S., Jahanifar, M., Jang, I., Kadkhodamohammadi, A., Kang, I., Kondo, S., Kuijf, H., Li, M., Luu, M., Martincic, T., Morais, P., Naser, M. A., Oliveira, B., Owen, D., Pang, S., Park, S., Plotka, S., Puybareau, E., Rajpoot, N., Ryu, K., Shephard, A., Shi, P., Stepec, D., Tochon, G., Urien, H., Vilaca, J. L., Wahid, K. A., Wang, J., Wang, L., Wang, X., Wodzinski, M., Xia, F., Xiong, Z., Yang, S., Yang, Y., Zhao, Z., Jager, P. F., Kopp-Schneider, A., Maier-Hein, L.

“…International benchmarking competitions have become fundamental for the comparative performance assessment of image analysis methods. However, little attention…”
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Texture based classification of hyperspectral colon biopsy samples using CLBP by Masood, K., Rajpoot, N.

“…Computer aided diagnosis (CAD) is aimed at supporting the pathologists in their diagnosis. In this paper, we present an algorithm for texture-based…”
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A Gamma-Gaussian mixture model for detection of mitotic cells in breast cancer histopathology images by Khan, A. M., El-Daly, H., Rajpoot, N. M.

“…In this paper, we propose a statistical approach for mitosis detection in breast cancer histological images. The proposed algorithm models the pixel…”
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Hybrid Diversification Operator-Based Evolutionary Approach Towards Tomographic Image Reconstruction by Qureshi, S A, Mirza, S M, Rajpoot, N M, Arif, M

“…The proposed algorithm introduces a new and efficient hybrid diversification operator (HDO) in the evolution cycle to improve the tomographic image…”
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Application of hybrid optoelectronic correlator to Gabor Jet Images for rapid object recognition & segmentation by Monjur, M. S., Tseng, S., Khan, A. M., Rajpoot, N. M., Shahriar, M. S.

“…We propose an image recognition system using a Hybrid Optoelectronic Correlator where the reference and query images are Gabor Jet Images for individual pixels…”
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The effect of flexible parsing for dynamic dictionary-based data compression by Matias, Y., Rajpoot, N., Sahinalp, S.C.

“…We report on the performance evaluation of greedy parsing with a single-step lookahead, denoted as flexible parsing. We also introduce a new fingerprint-based…”
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Surface Estimation and Tracking using Sequential MCMC Methods for Video Based Rendering by Bowen, A., Mullins, A., Wilson, R., Rajpoot, N.

“…Video based rendering algorithms attempt to render videos of a scene from an arbitrary viewpoint, given a set of input video sequences taken from several fixed…”
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Flexible synapse detection in fluorescence micrographs by modeling human expert grading by Herold, J., Friedenberger, M., Bode, M., Rajpoot, N., Schubert, W., Nattkemper, T.W.

“…A particularly difficult task in molecular imaging is the analysis of fluorescence microscopy images of neural tissue, as they usually exhibit a high density…”
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Image denoising using multiscale directional cosine bases by Zhen Yao, Rajpoot, N.

“…Motivated by the fact that in images, there is usually a presence of local strongly oriented harmonics, a representation which is both well-localised in…”
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Texture Classification with Ants by Hussain, A., Rajpoot, N., Rajpoot, K.

“…In this paper, we present a novel texture classification algorithm inspired by the self-assembling behavior of real ants when building live structures with…”
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