Exam B link | |
| Dear students, We hope you all well and stay healthy these days. Due to the regulation, we will conduct exam B online and in the same way as exam A. It will be a light version of the formal Technion's online exam. The exam questions will be published on the course website in the assignment section (like homework). You will submit your scanned (or photographed) solution as you did for your homework. During the exam, you should show your face and your student ID. You will be allowed to ask questions by talking or texting to us directly. For those who intend to attend exam B, please join by the following link https://technion.zoom.us/j/91976317787 Note that you should be connected to zoom 15 minutes before the exam. All the best, The course staffs |
| פורסם ב- 29/9/2020, 11:52:59 Created on 29/9/2020, 11:52:59 Создано 29/9/2020, 11:52:59 تم النشر ب- 29/9/2020, 11:52:59 |
Exam solution | |
| Dear students, the solution to the exam is now online. It can be found in the material section inside the exam folder. Best regards, The course staff |
| פורסם ב- 9/7/2020, 19:27:29 Created on 9/7/2020, 19:27:29 Создано 9/7/2020, 19:27:29 تم النشر ب- 9/7/2020, 19:27:29 |
Final grades clarification | |
| Dear students, you will find your current final grade in the column FinalA_temporary. Do not be alarmed by this name. The term temporary is added since we have not submitted the grades yet to the Technion in order to let those who need to to submit an appeal. Apart from possible appeals, the final grade will not change. Best regards, The course staff |
| פורסם ב- 9/7/2020, 18:56:48 Created on 9/7/2020, 18:56:48 Создано 9/7/2020, 18:56:48 تم النشر ب- 9/7/2020, 18:56:48 |
Exam A grades and Final A grades | |
| Dear students, the exam grades, along with the associated final grade of the course are out. You will find an annotated version of your submission in the same way that you had feedback for your homework. Best regards, The course staff |
| פורסם ב- 9/7/2020, 18:51:46 Created on 9/7/2020, 18:51:46 Создано 9/7/2020, 18:51:46 تم النشر ب- 9/7/2020, 18:51:46 |
Exam A Link - Follow here | |
| Dear Students, For those who intend to attend today's exam, please follow the link we published yesterday. We got approval from the faculty dean that the exam will be conducted in a light version than the official guideline of the online exam. Our exam is more like homework, we will publish the question through the assignment and you will submit in the same way after you scan/photo your solution. The differences between this light version exam and the homework are that you need to do it on your own, you need to do it via connected to the Zoom and show your face, you need to finish it in time, etc. The teaching staff will be there for answering the questions. All the best and good luck, The course staffs |
| פורסם ב- 6/7/2020, 10:23:15 Created on 6/7/2020, 10:23:15 Создано 6/7/2020, 10:23:15 تم النشر ب- 6/7/2020, 10:23:15 |
Exam A link | |
| Dear Students, For those who will attend the exam A tomorrow, please join the following link https://technion.zoom.us/j/98174902985 Note that you should be connected to zoom 15 minutes before the exam. Good luck, The course staffs |
| פורסם ב- 5/7/2020, 11:07:19 Created on 5/7/2020, 11:07:19 Создано 5/7/2020, 11:07:19 تم النشر ب- 5/7/2020, 11:07:19 |
Online Exam | |
| Dear students, following the new regulations, we cannot do an exam at the Technion. Instead the exam will be held online, via zoom. It will be on the same day and time than originally scheduled. The exam will follow a lighter version of the official Technion policy. We will submit the exam on the gr site just like a homework, and you will have to submit it there as well. Each student must be connected to zoom during the exam. The teaching staff will be connected as well and you can directly ask them a question there. Essentially, the surveillance policy is based on trust, similarly to the homeworks. It is essential for us to respect your privacy. We will minimise intrusive measures as much as possible (e.g.: you do not have to install some software to let us block you access from your computer etc.) You will be given extra time after the end of the exam to take pictures/scan your exams and submit it to the course website. You should be careful to have enough paper to write on and pens/ink, as we won't be able to provide you any. You cannot answer via a computer/tablet and must write your solutions by hand with a clear handwritting. Note that you may not use your computer/phone except for talking to the teaching staff on zoom and checking the time. Everyone should be ready and connected to zoom 15 min before the exam, in order to follow the presentation on how things will happen and to make sure that everything is ok. Those who need time extensions as per Technion regulation will naturally be granted it (submission on the gr site will be open to take into account these possibilities). Please save 4+ hours for the exam. The current official duration is 3h. Due to the teaching conditions, we know your names but do not know what you look like. Therefore, please have with you some identification (e.g. id card with a recent photo) for us to be sure that you are the one supposed to pass your exam. Please contact us if you have any specific question. Best regards, The course staff |
| פורסם ב- 2/7/2020, 19:51:56 Created on 2/7/2020, 19:51:56 Создано 2/7/2020, 19:51:56 تم النشر ب- 2/7/2020, 19:51:56 |
HW4 grade is out | |
| Dear students, Your HW4 grades, along with the feedback for your submission, are available now. You might have to scroll down a bit to find the annotations for specific exams as we duplicated your files for faster correction. Regards, The course staff |
| פורסם ב- 29/6/2020, 17:21:16 Created on 29/6/2020, 17:21:16 Создано 29/6/2020, 17:21:16 تم النشر ب- 29/6/2020, 17:21:16 |
Open Material in the Exam | |
| Dear all, One A4 piece of paper with handwritten notes is allowed to bring with you to the exam. That means both sides of an A4 piece of paper. You can write anything you want on it. You cannot print on it though. We recommend that you design such a sheet by finding the core material (in the slides, tutorials, and homework) and putting the formulae that are essential and that allow you to find everything else very quickly. You should also know how to get such formulae on your own in case you are faced with a similar yet different problem that requires you to adapt the proof. Note that such a paper is not necessary to complete the exams. Best regards, The course staffs |
| עדכון אחרון ב- 22/6/2020, 22:54:16 Last updated on 22/6/2020, 22:54:16 Последняя модификация 22/6/2020, 22:54:16 تمت الحتلنة الأخيرة ب- 22/6/2020, 22:54:16 |
HW3 grade is out | |
| Dear students, Your HW3 grades, along with the feedback for your submission, are available now. Regards, The course staff |
| פורסם ב- 18/6/2020, 19:21:57 Created on 18/6/2020, 19:21:57 Создано 18/6/2020, 19:21:57 تم النشر ب- 18/6/2020, 19:21:57 |
HW2 grade is out | |
| Dear students, Your HW2 grades, along with the feedback for your submission, are available now. Regards, The course staff |
| פורסם ב- 13/6/2020, 12:41:46 Created on 13/6/2020, 12:41:46 Создано 13/6/2020, 12:41:46 تم النشر ب- 13/6/2020, 12:41:46 |
HW4 - Extension for all + time management | |
| Dear students, we have decided to extend the deadline for the submission of HW4 for everyone to be 27/06 23:59. No further extension will be accepted due to the proximity with the exam. You are currently able to solve the first 3 exercises. You can already write and test most of the core code of the matlab exercise. Exercise 4 and the matlab exercises require knowledge on the Wiener filter, which will be covered in class and in the tutorial on the 21/06 and 24/06. Note the proximity between the teaching of this material and the deadline, so please prepare yourself before-hand and we recommend to finish the other exercises as soon as possible. Best regards, The course staff |
| פורסם ב- 12/6/2020, 16:05:54 Created on 12/6/2020, 16:05:54 Создано 12/6/2020, 16:05:54 تم النشر ب- 12/6/2020, 16:05:54 |
Exam attendance intention | |
| Dear students, to help us prepare for the upcoming exams, we would like to know to which exams you intend to attend. For this we have prepared a short 10s to fill-in form. It is non contractual, that means that you can fill in this form in one way but not do as you filled in. It's just to have a rough idea. Please fill it in. It can be found at: https://forms.gle/T9iVpUwmR1EwJLPs9 Best regards, The course staff |
| פורסם ב- 9/6/2020, 15:18:29 Created on 9/6/2020, 15:18:29 Создано 9/6/2020, 15:18:29 تم النشر ب- 9/6/2020, 15:18:29 |
Homework - wet part results | |
| Dear students, Note that the results you obtained from the wet part should be attached in the report. The results include figures, your comment, and your analysis, etc. Please merge the report into one pdf file, including the dry part and the wet part. That is being said, for example, if you use Word to attached your wet part results, please make it into a pdf file and merge it with the dry part. Regards, The course staffs |
| פורסם ב- 7/6/2020, 21:37:28 Created on 7/6/2020, 21:37:28 Создано 7/6/2020, 21:37:28 تم النشر ب- 7/6/2020, 21:37:28 |
HW4 | |
| Dear students, HW4 is out. We submitted it earlier than planned following your requests but did not change the submission deadline date. The deadline is 23/06 at 23:59. Note that it is 2 weeks before the exam. Please plan your time correctly as extensions might not necessarily be granted as we want you to have the feedback for your submissions asap for preparing the exam. Good luck! Best regards, The course staff. |
| פורסם ב- 7/6/2020, 15:51:06 Created on 7/6/2020, 15:51:06 Создано 7/6/2020, 15:51:06 تم النشر ب- 7/6/2020, 15:51:06 |
HW3 extension - 3 days more | |
| Dear students, Due to requests from several teams, the deadline for HW3 is extended for three days. You can submit your files to the website until 11/06 23:59. Regards, The course staffs |
| עדכון אחרון ב- 7/6/2020, 15:47:16 Last updated on 7/6/2020, 15:47:16 Последняя модификация 7/6/2020, 15:47:16 تمت الحتلنة الأخيرة ب- 7/6/2020, 15:47:16 |
Autocorrelation VS Covariance and conjugate transpose | |
| Dear Students, The autocorrelation matrix is constructed directly by the data and it is not necessarily centered. In the context of this course, the conventional PCA is operating on zero-centered data. That is being said, if the data has zero mean, then it's the same essence applying the eigendecomposition on the covariance matrix and the autocorrelation matrix. However, if the data is not centered (the mean is not a zero vector), then the PCA with respect to a signal relies on the eigendecomposition of its covariance matrix. The slides of Tutorial 9 are updated accordingly, especially in the last one. Another update about conjugate transpose: in Matlab, ' or ctranspose support conjugate transpose operator in Python, numpy.transpose does not support it. You should use numpy.matrix.H Best regards, The course staffs |
| עדכון אחרון ב- 2/6/2020, 12:04:09 Last updated on 2/6/2020, 12:04:09 Последняя модификация 2/6/2020, 12:04:09 تمت الحتلنة الأخيرة ب- 2/6/2020, 12:04:09 |
Final examination procedure: Exam! | |
| Dear students, we have decided to maintain the exam as the final examination procedure. The exam will be held at the Technion. We will take into account the particularity of this semester when designing the exam. Best regards, The course staff |
| פורסם ב- 31/5/2020, 18:03:28 Created on 31/5/2020, 18:03:28 Создано 31/5/2020, 18:03:28 تم النشر ب- 31/5/2020, 18:03:28 |
HW3 - sinc function in Q3 | |
| Dear students, Regarding the Fourier transformation of the sinc function and rect function, the sinc function should be defined in a normalized version, such that sinc(u) = \frac{sin \pi u}{ \pi u}. Such an update is made, please refer to the latest version. Best regards, The course staffs |
| עדכון אחרון ב- 30/5/2020, 14:50:51 Last updated on 30/5/2020, 14:50:51 Последняя модификация 30/5/2020, 14:50:51 تمت الحتلنة الأخيرة ب- 30/5/2020, 14:50:51 |
HW3 - Precision | |
| Dear students, following some feedback, there has been some incomprehension for the part 1 of the Matlab exercise. Note that we ADD the value a_i to the pixel value and not REPLACE the value by a_i. The homework file has been update to avoid this incomprehension. Best regards, The course staff |
| פורסם ב- 29/5/2020, 22:55:11 Created on 29/5/2020, 22:55:11 Создано 29/5/2020, 22:55:11 تم النشر ب- 29/5/2020, 22:55:11 |
HW3 - Long computations and DFT | |
| Dear students, some of you have contacted us for long computation times in the matlab part. If your code takes more than a couple of seconds to run then you have an issue. You may wish to consider the following items: 1) Do I need to do for loops? Maybe I can use the power of vectorized coding (wich is thousands of times faster in Matlab or Python) using matrix or point-wise matrix multiplications. 2) Am I doing many useless or redundant calculations? There is no use to compute the same thing over and over again. If it is always the same, then I should just compute it once. 3) Am I using heavy and slow algorithms that always work but do not consider essential properties of my matrices that I can exploit to do the same thing much faster? 4) Is my code long and complicated? This is a simple homework and everything can be done using just a few lines of simple code. Most of the tasks can be achieved using one or two lines of basic code. 5) Am I overusing functions in useless cases? Matlab functions copy the entire data, not the pointer to the data. We also realise that some of you do not have a high enough resolution display to see the image completely without some downsampling, thus leading to not being able to see those interfered columns. You should display the entire image and then display zooms of the image on interesting regions to show us what is happening. Best regards, The course staff |
| עדכון אחרון ב- 29/5/2020, 12:22:32 Last updated on 29/5/2020, 12:22:32 Последняя модификация 29/5/2020, 12:22:32 تمت الحتلنة الأخيرة ب- 29/5/2020, 12:22:32 |
HW3 - Erratum | |
| Dear students, please note an update to part II of the matlab exercise. We added a precision on the random variable to avoid having indices fall outside the image domain. The homework file has been updated. Please follow it. Best regards, The course staff |
| עדכון אחרון ב- 29/5/2020, 12:09:40 Last updated on 29/5/2020, 12:09:40 Последняя модификация 29/5/2020, 12:09:40 تمت الحتلنة الأخيرة ب- 29/5/2020, 12:09:40 |
HW1 Feedback is out | |
| Dear students, feedback for your submission of HW1 is now available. You will find it at the same place where you submitted the homework. Best, The course staff. |
| פורסם ב- 28/5/2020, 15:17:23 Created on 28/5/2020, 15:17:23 Создано 28/5/2020, 15:17:23 تم النشر ب- 28/5/2020, 15:17:23 |
HW1 grade is out | |
| Dear students, Most of your hw1 grades are available now. Due to some late submissions, the feedback about your submission will be uploaded tomorrow. Please be in touch with it. Regards, The course staff |
| עדכון אחרון ב- 28/5/2020, 15:17:41 Last updated on 28/5/2020, 15:17:41 Последняя модификация 28/5/2020, 15:17:41 تمت الحتلنة الأخيرة ب- 28/5/2020, 15:17:41 |
HW3 is out! | |
| Dear students, HW3 is published on the course website. The due date is on June 8th at 23:59. Best regards, The course staff |
| פורסם ב- 25/5/2020, 16:56:24 Created on 25/5/2020, 16:56:24 Создано 25/5/2020, 16:56:24 تم النشر ب- 25/5/2020, 16:56:24 |
Clarification of Tutorial 6 | |
| Dear Students, Following today's discussions, clarifications and updates have been made in the slides to avoid confusion in the definition and usage of Fourier coefficients. The message from this is to be careful at what exactly we are talking about: what basis to the coefficients represent, what is the context of the problem (continuous function basis, finite-dimensional vector basis), etc. Notice that from slide 21, we are talking about representing a discrete signal vector using the DFT matrix, that is, the DFT-domain representation. By taking the uniform sampling of the function, the new representation decomposed by the DFT matrix is defined by \phi^F = DFT*\phi. What I mentioned in today's tutorial is that, if you are getting the Fourier coefficient as in the context of slide 18, then the function needs to be normalized. However, the concept started from slide 21 focuses on the DFT-domain representation. The relation of this new representation and the definition of \tilde{\phi}^F is added in the slide 22. Sorry for the confusion, we will clarify it again in the next tutorial. Best regards, The course staffs |
| פורסם ב- 12/5/2020, 13:23:55 Created on 12/5/2020, 13:23:55 Создано 12/5/2020, 13:23:55 تم النشر ب- 12/5/2020, 13:23:55 |
HW2 extension | |
| Dear students, following a request by one of you, we grant you an extra day to submit your homework. Learn to manage your time: we will not grant further extensions. Best regards, The course staff |
| פורסם ב- 10/5/2020, 11:35:07 Created on 10/5/2020, 11:35:07 Создано 10/5/2020, 11:35:07 تم النشر ب- 10/5/2020, 11:35:07 |
HW2 is out! | |
| Dear students, HW2 is published on the course website. The due date is on May 17th at 23:59. Best regards, The course staff |
| פורסם ב- 3/5/2020, 01:21:03 Created on 3/5/2020, 01:21:03 Создано 3/5/2020, 01:21:03 تم النشر ب- 3/5/2020, 01:21:03 |
Frontal Teaching - Trial | |
| Dear students, tomorrow we are going to do frontal teaching (via zoom). This means that you do not need to go through the material before hand. We invite you all to attend to see if this version is feasible for us and whether it suits you better. Best regards, The course staff |
| פורסם ב- 2/5/2020, 18:47:44 Created on 2/5/2020, 18:47:44 Создано 2/5/2020, 18:47:44 تم النشر ب- 2/5/2020, 18:47:44 |
HW1 is out! | |
| Dear students, The first problem set is published on the course website. The due date is April 25th at 23:59. Note that the submission is in pairs and is electronic via the course website. It should include your entire solution both the theoretical part and the Matlab part with code. The report needs to be saved as a PDF file. Have fun and good luck! Best regards, The course staff |
| פורסם ב- 6/4/2020, 21:10:22 Created on 6/4/2020, 21:10:22 Создано 6/4/2020, 21:10:22 تم النشر ب- 6/4/2020, 21:10:22 |
Homework teams | |
| Dear students, you will soon receive your first homework assignment. In order to check in advance that everyone has found a teammate we ask you to fill in a form. Please fill in your student ID along with the student ID of your teammate in the following google sheet: https://docs.google.com/spreadsheets/d/1IQCoVlz_ZK09un8j_DjvssI96dg02o4icPBcbI_GbME/edit?usp=sharing If you have found a teammate, please fill in both student IDs so that we are sure that you are not alone. For those having issues finding a teammate, one option is to use the tab in this site "Find a partner". Best regards, The course staff |
| פורסם ב- 5/4/2020, 16:55:51 Created on 5/4/2020, 16:55:51 Создано 5/4/2020, 16:55:51 تم النشر ب- 5/4/2020, 16:55:51 |
Videos of Lecture Video (2019 Winter) and Lecture Discussion (2020 Spring) | |
| Dear all, All the lecture videos from 2019 Winter have been uploaded to Panopto. You can access the link under the material section. The lecture discussions will be uploaded weekly, you can check it out now for the two discussions. The tutorial will be recorded from this week and will be uploaded in the same manner. If you can not join it on time, you can have a look after it. Best, The Course Staffs |
| פורסם ב- 30/3/2020, 13:11:50 Created on 30/3/2020, 13:11:50 Создано 30/3/2020, 13:11:50 تم النشر ب- 30/3/2020, 13:11:50 |
Recording of Lecture 1 Discussion | |
| Dear Students, Please find the attached link for the recording of Lecture 1 discussion https://panoptotech.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=f2728ff6-4f64-4358-a621-ab8600be50af The first tutorial is about Matlab, which is not recorded. We recommend you to go over the slides and let us know if there is any confusions. The tutorial will be recorded starting from the next one. Best, The Course Staffs |
| פורסם ב- 27/3/2020, 13:52:39 Created on 27/3/2020, 13:52:39 Создано 27/3/2020, 13:52:39 تم النشر ب- 27/3/2020, 13:52:39 |
Student representative | |
| Dear students, due to the exceptional circumstances, the faculty has appointed one of you to be your main representative. His name is Ron Alfia and you can email him at: ucs.asat.repatgmail.com. You can get in touch with him for any issue related to the course. If not already, please contact him to be added to the students' channel. You can also directly contact us and we will answer swiftly. Best, The course staff |
| עדכון אחרון ב- 24/3/2020, 12:42:42 Last updated on 24/3/2020, 12:42:42 Последняя модификация 24/3/2020, 12:42:42 تمت الحتلنة الأخيرة ب- 24/3/2020, 12:42:42 |
Tutorial Zoom Link | |
| Dear Students, Please join the tutorial by the link https://technion.zoom.us/j/542383141 or enter the meeting ID: 542 383 141 Best, The Course Staff |
| פורסם ב- 23/3/2020, 12:38:25 Created on 23/3/2020, 12:38:25 Создано 23/3/2020, 12:38:25 تم النشر ب- 23/3/2020, 12:38:25 |
Zoom Meeting Link | |
| Dear Student, You can join the course's meeting by https://technion.zoom.us/j/718465087 Or enter the meeting ID: 718 465 087 Best, The Course Staffs |
| עדכון אחרון ב- 19/3/2020, 15:08:19 Last updated on 19/3/2020, 15:08:19 Последняя модификация 19/3/2020, 15:08:19 تمت الحتلنة الأخيرة ب- 19/3/2020, 15:08:19 |
Lecture Video - Full Video | |
| Dear Students, Note that the link is only providing the preview of the video. To watch the full video, you need to download it (or add to your Dropbox). Thanks, The Course Staff |
| פורסם ב- 18/3/2020, 18:38:37 Created on 18/3/2020, 18:38:37 Создано 18/3/2020, 18:38:37 تم النشر ب- 18/3/2020, 18:38:37 |
Lecture Video | |
| Dear Students, The lecture video is under the section "course material". You can find them under the folder lecture/lecture video. The first four lecture videos are published. Note that you should watch the lecture video before you attend the lecture discussion. For example, you should watch the Lecture 1 video before you attend the meeting next Sunday. Best, The Course Staffs |
| פורסם ב- 18/3/2020, 17:47:07 Created on 18/3/2020, 17:47:07 Создано 18/3/2020, 17:47:07 تم النشر ب- 18/3/2020, 17:47:07 |
Welcome to 236200! | |
| Dear Students, Welcome to the "Signal, Image, and Data Processing" course (236200). We hope you all stay healthy and ready for the semester. We’ve made the preparation to give the course online at this special time. For now, there will be no frontal teaching and you will have remote learning through Zoom (see below the detailed guideline of Zoom). Regarding the lecture, we decided to have a flipped classroom by watching the lecture videos from last semester at home and having the discussion at lecture time by Zoom. That is, you will learn the material at home first and you can ask questions at the lecture time online. The first lecture discussion will be held on next Sunday at 11:30-14:30. In contrast to the lecture, the tutorial will be given online through Zoom. Namely, you will learn the tutorial material at the tutorial time. The first tutorial will be delivered on next Tuesday at 8:30-10:30. As for Zoom, please install Zoom and sign in with your @campus email. We will announce the meeting link on the course website before the lecture/tutorial, so please check it before getting to the correct Zoom meeting. The lecture slides, lecture notes, lecture video and tutorial slides will be updated to the course website. The homework assignments will be published on it as well, so be sure to check the course website regularly (an announcement will be published with every homework assignment). Feel free to contact us, our contact details are available on the course website. We hope you'll have a healthy, enjoyable and interesting semester. See you all online next week. Good luck! Course Staff |
| עדכון אחרון ב- 17/3/2020, 20:11:03 Last updated on 17/3/2020, 20:11:03 Последняя модификация 17/3/2020, 20:11:03 تمت الحتلنة الأخيرة ب- 17/3/2020, 20:11:03 |