In the context of 3D Computer graphics, which of the following statements is/are correct? (A) Under perspective projection, each set of parallel lines in the object do not stay parallel in the image (except those that are parallel to the viewplane to start with). (B) Applying a perspective transformation in the graphics pipeline to a vertex involves dividing by its 'z' coordinate. (C) Perspective transformation is a linear transformation. Choose the correct answer from the options given below:
(A) and (B) only
This question asks us to evaluate three statements related to perspective projection and transformation in the context of 3D computer graphics. Let's analyze each statement carefully.
Statement (A) says: Under perspective projection, each set of parallel lines in the object do not stay parallel in the image (except those that are parallel to the viewplane to start with).
Perspective projection is designed to mimic how human vision works, where objects appear smaller as they move further away. This effect is known as foreshortening. A key characteristic of perspective projection is that parallel lines in 3D space, unless they are parallel to the projection plane (or viewplane), will appear to converge at a single point in the 2D image. This point is called a vanishing point.
Therefore, statement (A) accurately describes the behavior of parallel lines under perspective projection. It states that parallel lines generally do not stay parallel *except* for the specific case where they are parallel to the viewplane. This statement is correct.
Statement (B) says: Applying a perspective transformation in the graphics pipeline to a vertex involves dividing by its 'z' coordinate.
In the typical graphics pipeline, a 3D vertex $(x, y, z)$ is transformed through various stages. After being multiplied by the perspective projection matrix, a vertex in homogeneous coordinates $(x', y', z', w')$ is obtained. For perspective projection, the $w'$ component is often related to the original $z$ coordinate. The next step is the perspective divide, where the $x'$, $y'$, and $z'$ components are divided by $w'$. This division is what achieves the perspective foreshortening effect, mapping the view frustum into a canonical view volume (like the Normalized Device Coordinates cube). The depth information, related to the original 'z', is preserved after this division in the new 'z' coordinate, and the original 'z' value influences the 'w' component used for division.
While the division is technically by the $w'$ component after matrix multiplication, this $w'$ is directly derived from the original $z$ and other potential transformations. The fundamental operation that creates the perspective effect and scales coordinates based on depth is this division, often conceptually linked to the original 'z' depth. In many formulations or simplified explanations, the core idea involves scaling $x$ and $y$ inversely with $z$ (or a transformed version of $z$).
Given the context of graphics pipelines, statement (B) captures the essential mechanism: a division step, related to the depth ('z') coordinate, is crucial for perspective transformation. This statement is correct in principle regarding the core operation.
Statement (C) says: Perspective transformation is a linear transformation.
A linear transformation $L$ satisfies two properties:
Linear transformations can be represented by matrix multiplication. However, as discussed when evaluating statement (B), the perspective transformation process involves a division step (the perspective divide). This division by a coordinate value (which varies per point) is not a linear operation. For example, transforming $(x, y, z)$ to $(\frac{x}{z}, \frac{y}{z}, \dots)$ does not satisfy the properties of a linear transformation.
While the initial multiplication by the perspective projection matrix is a linear operation in homogeneous coordinates, the subsequent perspective divide makes the overall perspective transformation from 3D world coordinates to 2D screen coordinates (after division) non-linear in Cartesian coordinates.
Therefore, statement (C) is incorrect.
Based on the analysis:
The statements that are correct are (A) and (B).
| Statement | Analysis | Correctness |
|---|---|---|
| (A) Parallel lines under perspective projection | Parallel lines converge unless parallel to viewplane. | Correct |
| (B) Division by 'z' in perspective transformation | Involves division by 'w' (related to 'z') for foreshortening. | Correct |
| (C) Perspective transformation is linear | Involves non-linear division step. | Incorrect |
| Concept | Description |
|---|---|
| Perspective Projection | Simulates realism by making distant objects appear smaller; parallel lines converge to vanishing points. |
| Viewplane (Projection Plane) | The 2D plane onto which the 3D scene is projected. |
| Vanishing Point | The point in the image where a set of parallel lines in 3D space appears to converge. |
| Perspective Transformation | The process of transforming 3D coordinates using a perspective projection matrix and subsequent division. |
| Perspective Divide | The step in the graphics pipeline where coordinates in homogeneous space are divided by the 'w' component. |
| Linear Transformation | A transformation that preserves vector addition and scalar multiplication, representable by matrix multiplication. |
In 3D computer graphics, projections are used to map 3D points onto a 2D surface (the screen). There are two main types:
Transformations in graphics pipeline include model, view, projection, and viewport transformations. The perspective transformation is a crucial step that converts view-space coordinates into clip-space (using matrix multiplication) and then Normalized Device Coordinates (using the perspective divide). This process ensures that objects within the viewing frustum are correctly scaled and positioned for rendering.
Linear transformations can be represented by a $4 \times 4$ matrix multiplication in homogeneous coordinates. Examples include translation, rotation, and scaling. Affine transformations are linear transformations followed by a translation; they preserve parallelism but not necessarily angles or lengths. Perspective transformations involve division and are therefore not affine or linear in Cartesian coordinates.
K-mean clustering algorithm has clustered the given 8 observations into 3 clusters after 1st iteration as follows:
C1 : {(3,3), (5,5), (7,7)}
C2 : {(0,6), (6,0), (3,0)}
C3 : {(8,8),(4,4)}
What will be the Manhattan distance for observation (4,4) from cluster centroid C1 in second iteration?
In the context of 3D computer graphics, which of the following statements is/are TRUE?
P: Orthographic transformations keep parallel lines parallel
Q: Orthographic transformations are affine transformations
Select the correct answer from the options given below:Given below are different properties of 3D projections from A-D. Identify the correct order on the basis of property true of (i) a perspective projection only, (ii) an orthographic projection only, (iii) both orthographic and projective transformations and (iv) neither orthographic nor projective transformation, respectively.
(A) Straight lines are mapped to straight lines.
(B) Distances and angles are (in general) preserved.
(C) Far away objects appear the same size as closer ones
(D) Requires homogeneous coordinates in order for it to be encoded into a linear transformation.
Choose the correct answer from the options given below:
Concerning phong shading and Gouraud shading in a 3D scene, which of the following statements are true ?
(A) Gouraud shading requires more computation than phong shading.
(B) Gouraud shading linearly interpolates the color of an interior pixel from the color at the vertices
(C) Phong shading interpolates over the normal vectors specified at the vertices.
Choose the correct answer from the options given below:
Which of the following statements is/are True regarding the solution to the visibility problem in 3D graphics?
S1: The Painter’s algorithm sorts polygons by depth and then paints (scan - converts) each Polygon on to the screen starting with the most nearest polygon.
S2: Backface Culling refers to eliminating geometry with backfacing normals.
Code: